The city lights blurred through the rain-streaked window of the dorm. A dull ache pounded behind Sophie’s eyes. She kept running her hands over her arms, as if she could brush away the unpleasant feeling that had settled deep within her. The air was thick with the scent of stale pizza and unwashed clothes.

She felt a strange disconnect from her body, as though she were watching herself from outside. The journal she loved, usually resting on her nightstand, was now on the common table, positioned in front of her roommate, Jessica. Jessica looked up from it, a startled expression on her face.

Sophie felt a cold wave crash over her. She knew.

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