The server’s quiet words were like a death knell. “I’m so sorry, sir, but… we’re closing at the end of the month.” John’s fork clattered against his plate. He stared at the half-eaten meal, suddenly repulsed by it. He’d come here every Friday for years. “The Cozy Corner” was his tradition, his routine.

He felt a rush of heat, his face flushing. He gripped the edge of the table, his knuckles white. The usually comforting chatter of the restaurant now grated on his nerves, each sound a painful reminder.

He looked around the room, taking in every detail as if trying to memorize it. He wouldn't come back again. He swallowed hard, trying to keep the emotion from his voice. He paid his bill, the transaction feeling impossibly slow and deliberate.

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