The invitation felt like a physical blow to Clara's chest. She had to sit down immediately, her legs suddenly weak. The beautiful script blurred before her eyes, the words dissolving into a chaotic jumble.

The once familiar comfort of her home now felt alien. She paced through her house, touching objects and trying to ground herself, but it was no use. The room was spinning.

She suddenly felt the need to clean, to rearrange, to control something, anything. She gathered some stray items that didn't belong to her, but her thoughts were elsewhere. She had an overwhelming feeling of inadequacy, a fear that she hadn't measured up.

Emotion: panicked

Cluster: Fear / Anxiety
PC1 (Valence): -2.44 Negative
PC2 (Disposition): 0.00

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.317
😫0.294
😖0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
楽し-0.262
happy-0.258