The afternoon sun, filtering through the blinds, seemed to prick at John’s skin. He sat on the couch, staring at the friend request from Gary Thompson. He shifted uncomfortably. His mind whirred, recalling the way Gary had always taunted him, a constant stream of cutting remarks.

He stood up, walking to the window. The world outside seemed distant, hazy. He felt a desperate need to clean something. He went to the kitchen and began scrubbing the already spotless countertop, focusing on the rhythmic motion.

The task, however, failed to soothe the agitation that simmered within. He had to do something.

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