The minutes ticked by with agonizing slowness. Emily crossed her arms, then uncrossed them. She leaned against the wall, then straightened up again. She felt a burning need to move, to do something, anything. The lack of air was stifling.

She started to speak, then stopped herself. She walked to the emergency phone, then turned away. She went to press the button for the lobby again, even though the elevator was motionless. She pressed all of the buttons, furiously. She felt a throbbing sensation in her temples. She needed out.

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