He stared at the television, but the images swam before his eyes. He hadn't heard a word of what they were saying. The news of Greg’s relocation played on repeat in his mind. He switched channels, then switched again. Nothing held his attention.

He jumped to his feet. He had to do something, anything. He began pacing his small living room, his hands stuffed in his pockets. He felt as if he were encased in a glass box, unable to break free from his own thoughts.

He grabbed his coat and headed out. He needed the crowded streets, the noise, the anonymity. He needed to lose himself, even if only for a little while. He walked until his legs ached, yet the unsettling feeling remained, a relentless companion.

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