The coffee shop’s cheerful chatter faded into a dull drone. Sarah reread the online article, each word a betrayal. Her breath hitched. Her hands began to tremble, and she gripped the table's edge, knuckles white, as if to keep herself from floating away.

She felt a hot flush creep up her neck. She pushed away from the table, almost knocking over her half-drunk latte. Her mind raced, a frantic search for some explanation, some loophole.

"This is a mistake, a terrible mistake," she thought, her voice a near whisper. She needed to get out, to breathe.

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