The announcement came during their weekly lab meeting. Sarah watched, utterly still, as Professor Lee delivered the news: he was taking a position at a prestigious research institute. She could feel the color drain from her face.

Her breath became shallow and rapid. Her hand went instinctively to her chest, as if to ward off a physical blow. Her carefully curated notes, the countless hours spent in the lab, suddenly seemed meaningless, ephemeral.

She sat frozen in her chair, listening to the other students' confused questions. She could barely hear them. All she could hear was the frantic pounding of her own heart.

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