The news hit David like a punch to the gut. *Published!* His teenage scribblings, all the clumsy metaphors and unrequited crushes, were now public. He ran a hand through his hair, his fingers tangling in the strands. He felt a tremor in his hands. He felt suddenly flushed. He felt a powerful desire to hide, to vanish.

He got up from his chair. The world suddenly felt too small, too confining. He had to *get away*. He paced his small apartment. A feeling had built up in his chest. It felt dangerous, explosive.

He grabbed his wallet and keys and left. He needed to be anywhere but here.

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