He’d found out from a mutual friend. “They’re shutting down next month.” The pronouncement hit him like a physical blow. "The Spicy Spoon," his go-to place for comfort food and strong cocktails, closing?

He abruptly pushed his chair back from the table. He stood, his legs feeling unsteady. He needed to get away, to be alone. He felt a sudden, irrational urge to smash something.

He stumbled outside, blinking against the bright sunlight, the city noise, which he usually found comforting, now grating on his nerves. He started walking, not knowing where he was going. He just wanted to escape the suffocating feeling of the news, the knowledge that a part of his life was about to disappear. He felt like he had been punched, winded and gasping for breath.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion disturbed. 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 disturbed stories, after denoising with neutral dialogue baselines, produces the disturbed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disturbed vector is projected through the unembedding matrix.

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290