The coffee tasted bitter, as though it mirrored the mood. Leo sat at the kitchen table, legs bouncing. He was supposed to be studying for his biology test, but the diagrams in the textbook seemed to swim on the page. His thoughts were a frantic jumble. He grabbed his phone. A new Instagram follower: Mr. Henderson, his science teacher.

His heart pounded. He knew he'd been posting more freely lately, photos of his late-night adventures with friends. He imagined Mr. Henderson scrolling through his profile, judging him. He felt a sudden, powerful urge to smash his phone. He sat bolt upright, every muscle tense. He wanted to shred something, rip anything apart.

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