A tightening in Elias’s chest made it hard to breathe. He crumpled the eviction notice, the paper crackling like a bone breaking. He stared out the window, his gaze flitting from one object to another. His knuckles were white as he gripped the edge of the kitchen table.

He slammed the table with his palm, and the sound startled him. He wanted to scream. He wanted to break something. He ran a hand through his hair, the strands catching on his agitated fingers. The apartment, once a haven, now felt suffocating, a box closing in on him.

He grabbed his keys and wallet, the metal cold against his skin. A bitter taste filled his mouth. He needed to move, to leave this place, if only for an hour. He walked fast, the pavement rushing beneath his feet. He felt a desperate need for oxygen, for something, anything, to break the hold this place had on him.

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