The email sat in Amelia's inbox, radiating a cold, unwelcome glow. Her fingers fumbled as she clicked it open, the words blurring momentarily. "Incorrect scholarship recipient." Her stomach lurched, a sensation like a dropped elevator. She ran a hand through her already messy bun, tugging at the strands until her scalp prickled.

She reread the email, each sentence a blow. The scholarship, the lifeline that had allowed her to breathe, was not hers. A mistake. A clerical error. She scanned the room, the posters on her wall, the books on her desk, suddenly alien objects. The world tilted slightly.

β€œNo, no, no,” she whispered, her voice barely audible. She stood abruptly, pacing the small space, the cheap linoleum cold beneath her bare feet. The library book she’d been enjoying moments ago now lay forgotten on the bed, its pages mocking her.

Emotion: rattled

Cluster: Fear / Anxiety
PC1 (Valence): -2.29 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion rattled. 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 rattled stories, after denoising with neutral dialogue baselines, produces the rattled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the rattled vector is projected through the unembedding matrix.

Promoted:
S0.264
😣0.261
worse0.256
😞0.248
πŸ˜–0.247
Suppressed:
de-0.571
la-0.414
a-0.377
happy-0.259
enthusi-0.234