Eliza stared at the glowing screen. A request from Sarah Jenkins. Her pulse quickened. Sarah, who orchestrated countless tortures for Eliza in high school. Her jaw clenched. She felt a jolt of unpleasant energy, and paced the small space of her home.

She went to the kitchen and grabbed a bag of chips, stuffing her face as if it could somehow quell the rising tension. She then went to her closet, and found some old photographs of Sarah. She tore them up.

The action didn’t alleviate the churning inside her. She needed an escape. She called a friend and asked if she could visit.

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