The weight of the impending closure felt palpable in the air. John sat in the campus coffee shop, the buzz of conversation around him grating on his nerves. He took a sip of his coffee, the lukewarm liquid failing to soothe the internal fire.

His leg bounced rapidly against the leg of the table, a nervous habit he hadn't noticed until now. He couldn't concentrate on anything, his thoughts jumping from one thing to another, from one worry to another. He felt a need to break the tension.

He stood up so fast the table wobbled. He had to escape, to escape the impending doom. He had to be gone.

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