The air in the art gallery was oppressively still, thick with the scent of expensive perfume and pretentious conversation. Finn fidgeted, tugging at the collar of his shirt. He was here, at a showing of Sarah's work, the girl who had been his confidante, his partner in crime during their teenage years. He’d seen her name on the invitation, the thrill a sharp sting of anticipation. He'd followed her career, her vibrant canvases splashed with colors, like the bright days of their youth. He finally found her, surrounded by admirers, her eyes alight with the glow of success. “Sarah?” he said, his voice hesitant. Her smile faltered. “I’m sorry, but…” She looked at him with an unfamiliar detachment. “I don’t recognize you.” The vibrant colors of the paintings seemed to dull, their energy now completely gone. Finn excused himself, abruptly.

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