The online article shimmered on the screen, the title a cruel joke: "Exceptional College Essays: A How-To Guide." Sarah's heart hammered against her ribs, a frantic bird desperate for escape. There it was, bold as brass, her essay, word for word, detailing her grandmother's death and the subsequent revelation of her own artistic calling.

Her breath hitched. She scrolled down, each click a tiny hammer blow against her skull. The comments section. Oh, God, the comments section. “Inspiring!” “Beautifully written!” “Shows real depth.” She felt a wave of nausea, her stomach churning.

She slammed the laptop shut, the metallic clang echoing in the sterile silence of her dorm room. The essay had been her most vulnerable piece of writing, her most honest. Now, it was… public. Exploited. She paced the length of the room, her hands clenched into fists, the knuckles white.

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