The weight of the afternoon was palpable. Maya stared out the window, watching the leaves swirl in the wind, a reflection of the turmoil within her. The quiet of the house was making her skin crawl. She had tried to watch television, but couldn’t concentrate. She'd tried working. No luck. She needed something to ground her. She decided to go into the basement.

She found a hidden room, a small space that had been sealed off for years. Inside, she discovered evidence of illicit activities: gambling, bootlegging, and violence. The house had been a haven for outlaws, a place of secrets and shadows. She felt a surge of exhilaration, a dark fascination with the hidden history of her home. The walls seemed to pulse with a forgotten energy.

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