The notice, crisp and official, landed like a brick. The air in the room seemed suddenly thick, hard to breathe. I rubbed my hands together, a nervous tic. I felt an inexplicable urge to do something, anything, to make the feeling subside.

I started at the desk, sorting through papers, but stopped almost immediately. My thoughts were scattered, jumping from one thing to another. The apartment felt like a prison cell.

I needed to be free, to move. I went to the window and stared out at the street. The steady hum of the city did nothing to calm the chaos in my mind. I wanted to run, to escape.

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