The email arrived like a poisoned dart. “Hey Sarah! Check this out! LOL!” The link, promising access to her adolescent self’s innermost thoughts, felt like a dare. Sarah's hands trembled as she clicked. The page loaded slowly, each second stretching into an eternity of dread.

She felt a hot flush crawl up her neck, staining her cheeks. Her mouth was dry. She stood up abruptly, knocking over her half-empty coffee mug. The spilled liquid spread across her desk like a stain, mirroring the spreading stain of exposure.

The digital words, her words, seemed to mock her. The awkward poetry, the melodramatic pronouncements about boys, the petty grievances – a public performance of her most vulnerable self. She felt a burning need to erase it all, to obliterate the evidence.

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