The spreadsheets sprawled before her like a vast, uncharted territory. Sarah sighed, pushing a stray strand of hair behind her ear. Her fingers itched for something more tactile, more engaging than rows of numbers. She doodled aimlessly on her notepad, a series of interconnected circles. The air in the office felt stale, heavy.

"Hey, Mark," she said, her voice a little too loud in the quiet office. "Ever do the whole summer camp routine?"

Mark, engrossed in his computer, jumped slightly, then turned, a flicker of surprise on his face. "Camp Willow Creek? Yeah, for a few summers. Why do you ask?"

Sarah leaned back in her chair, a sudden lightness in her chest. "Because... I think I remember you getting lost in the woods. Did you spend the night with the bears?"

Mark laughed, a deep rumble that filled the silence. "The bears? No, but I did eat a whole jar of peanut butter."

Emotion: restless

Cluster: Fatigue / Lethargy
PC1 (Valence): -0.51 Negative
PC2 (Disposition): -0.25

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
own0.485
0.363
S0.333
tìm0.316
destination0.272
Suppressed:
B-0.421
заслу-0.297
টুকু-0.211
arada-0.204
background-0.202