The news felt like a physical blow. Liam sat at the diner counter, the greasy spoon's familiar scent suddenly nauseating. He pushed away his untouched plate of pancakes, the syrup congealing into a sticky, unwanted mess. His fingers drummed a nervous tattoo against the Formica.

He wanted to scream, to lash out, to break something. He took a deep breath, trying to steady himself, but his chest felt constricted, as if a weight was pressing down. He needed to escape.

He abruptly stood, dropping a few crumpled bills on the counter. "Thanks," he mumbled, his voice tight. He rushed out into the bustling street, his pace quick, his gaze fixed on some distant, unknown point.

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