The weight in his chest was crushing. Ethan sat on the park bench, the newspaper lying forgotten on his lap. He felt a profound sense of disappointment and betrayal. He found himself unable to breathe deeply. His article, published under another name. The injustice was like a physical blow.

He stood up abruptly, his legs unsteady. He started walking, his pace increasing. He needed to exhaust himself, to push his body to its limits. He walked along the river, the water a churning black, reflecting his mood. He needed to *move*, to keep moving, until he was too tired to feel anything at all.

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