The spreadsheet blurred before Amelia's eyes. It was already a mess, riddled with errors, and now, the simple task of updating inventory felt monumental. Her breath hitched in her throat as she stared at the screen, the cursor mocking her with its persistent blink. Across the cramped office, Mark, her coworker, was humming, oblivious. He was organizing his desk, whistling a jaunty tune that grated on her nerves. Suddenly, he looked up, his face breaking into a wide grin. “Amelia, did you ever go to Camp Whispering Pines?”

She gripped the edge of her desk, knuckles white. A bead of sweat trickled down her temple. The air in the tiny office felt thick, heavy, like a suffocating blanket. She managed a weak, “Uh, maybe? Why?”

Emotion: panicked

Cluster: Fear / Anxiety
PC1 (Valence): -2.44 Negative
PC2 (Disposition): 0.00

Role in Research

This story is one of 1,000 stories generated for the emotion panicked. 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 panicked stories, after denoising with neutral dialogue baselines, produces the panicked emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
worse0.317
😫0.294
😖0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
楽し-0.262
happy-0.258