The words stung, a venomous bite on the crisp paper. The apartment became unbearably small. John ran a hand across his forehead, a frantic gesture of bewilderment. He wanted to yell, to scream, to break something.

He started opening and closing drawers, pacing between them. He felt a deep, profound sense of helplessness. His hands shook as he reached for a cigarette, lit it, and took a long drag.

He didn't want to be here. He walked around the apartment, touching the walls as if trying to memorize them. He grabbed his car keys and walked out, his steps quickening the moment he reached the parking lot.

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