He felt a pull in his gut, an insistent urge to *do something*. Anything. The empty apartment echoed his agitation. He'd spent the morning staring at the ceiling, then staring out the window. Now, he was staring at a box for "Mr. Alistair Finch," the previous resident.

The box was plain, unremarkable. He picked it up and weighed it in his hands. He wanted to throw it. He wanted to stomp on it. Instead, he carried it to the kitchen table. The tape was stubborn, but he ripped it open, a jagged tear in the brown cardboard.

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