“I don’t believe it," she whispered, her voice barely audible. The neon sign of "Lucky's Diner" seemed to taunt her as she stood across the street. The article in the local paper. The news. Lucky's was closing. Her heart hammered against her ribs. She felt a burning sensation in her throat.

She ran, crossing the street in a daze, ignoring the honking cars. The friendly faces, the smell of pancakes, the way the waitress always knew her order... it was over. A deep sense of loss consumed her.

She burst through the door, desperate to memorize the place. It all seemed hazy.

Emotion: alarmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.07 Negative
PC2 (Disposition): -0.14

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.304
😨0.272
worse0.269
😣0.261
не0.254
Suppressed:
de-0.323
enthusi-0.258
happy-0.235
delight-0.225
ية-0.217