The fluorescent lights of the dean's office hummed, a monotonous drone that burrowed into Leo’s skull. His leg bounced, a frantic staccato against the cheap linoleum floor. The accusations hung in the air, thick and suffocating like stale coffee. He ran a hand through his already disheveled hair, the gesture more habit than comfort. He hadn't slept well in days; the details of his research paper felt like a lead weight in his stomach. The Dean droned on, citing sources, comparing phrasing, the words blurring together into a symphony of disapproval. Leo wanted to scream, to bolt from the room, to just… *move*.

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