The email sat, glowing accusingly in the dim study. Amelia stared at it, the cursor blinking mockingly, as if daring her to click. Her breath hitched. A cold sweat slicked her palms. She clenched her fists, nails digging into her skin, and slowly, deliberately, reached for the mouse.

A click. The rejection letter bloomed on the screen, the publisher's logo a taunting emblem of her failed ambition. Her vision blurred, and the room seemed to tilt slightly. She felt a sudden need to flee, to disappear.

She stumbled out of her chair, legs suddenly shaky, and paced the room. Her carefully curated collection of first editions, once a source of comfort, now felt like silent witnesses to her defeat. "No, no, no," she whispered, her voice barely audible.

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