The fluorescent lights of the office hummed, a relentless drone that grated on Elias’s nerves. He hadn’t slept well. The incessant chirping of crickets, he thought, a phantom sound from a life left far behind, had kept him tossing and turning. He usually loved the night, but lately, it felt like an extended period of unease. He avoided eye contact with Sarah, who had just walked into the break room, her usual cheerful demeanor somehow more unsettling than usual. He busied himself at the coffee machine, clumsily fumbling with the filters.

“Morning, Elias!” Sarah chirped, her voice too bright. He flinched slightly.

“Morning,” he mumbled, his voice tight.

“So, that camping trip last weekend. Amazing, right? Got me thinking… I used to go to Camp Evergreen as a kid. Remember that place?”

Elias froze, his hand hovering over the sugar packets. His breath hitched in his chest. “Evergreen?” he echoed, his voice barely a whisper. The coffee machine sputtered, a noise that felt deafening. He poured the lukewarm liquid into his cup, his hand shaking so violently some of it splashed onto the counter. He took a hasty step back.

“Oh my gosh, you too?” Sarah laughed. “Small world! I went there every summer for five years. The canoeing, the bonfires… good times.”

He stared at the ground. He couldn't meet her eyes. He felt a creeping coldness spread through his limbs. The world seemed to shrink, the walls of the break room closing in. "Right. Good times," he managed, his voice a dry rasp. He couldn't stay. He had to leave.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion disturbed. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 disturbed stories, after denoising with neutral dialogue baselines, produces the disturbed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disturbed vector is projected through the unembedding matrix.

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290