The radio announcer’s voice, usually a cheerful backdrop to her morning routine, now felt like a cruel intruder. "And in local news, The Golden Dragon, a beloved fixture in Chinatown, will be closing next month…” Sarah felt a coldness creep into her fingers and toes.

She fumbled with the volume knob, her fingers clumsy and ineffective. Her breakfast of toast sat, untouched, on the plate. The vibrant red of the restaurant's facade, the exotic spices, the comforting presence of Mrs. Ling, the owner - it was a part of her soul, like a trusted friend.

She pressed her palms to her temples, as if trying to physically contain the rising panic. She needed to go there. Immediately.

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