The fluorescent lights of the restaurant seemed to buzz louder than usual, a chorus of irritating insects. I pulled at the collar of my chef's jacket. The review, a venomous dissection of my latest tasting menu, sat crumpled in my pocket, burning a hole through my shirt. I wanted to *do* something, anything. I found myself pacing the small apartment I shared with my cat, Mittens, who blinked at me unconcerned from the top of the bookshelf. I opened the fridge, took out some ingredients, and just started throwing them into a pot, not bothering with measurements, just wanting to chop and stir and *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