The restaurant was loud, boisterous with Friday night energy. Chloe was catching up with friends, laughing, when her phone buzzed. A link, sent from a former classmate. โ€œAmazing essay example!โ€ the message read.

Her laughter died in her throat. Her breath hitched. She excused herself to the restroom, her legs feeling unsteady. Inside the small space, she leaned against the cool tile wall.

She clicked the link, the screen illuminating her face in the dim light. Her essay. Public. On display. A knot formed in her stomach, twisting and churning. She stared at her reflection, a stranger staring back.

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
๐Ÿ˜ฃ0.261
worse0.256
๐Ÿ˜ž0.248
๐Ÿ˜–0.247
Suppressed:
de-0.571
la-0.414
a-0.377
happy-0.259
enthusi-0.234