I couldn't stand being still. Every task felt like a burden, every conversation a chore. My skin felt too tight, my thoughts racing. I had to *do* something, anything, to break the monotony.

I went out, the streetlights casting long shadows. I found myself drawn into a pawn shop, the kind of place filled with forgotten treasures.

The ring. I recognized it instantly. The setting, the cut of the stones, the way it caught the light. A jolt, a physical shock, surged through me. My throat closed.

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