The room seemed to spin. Margaret sat across from her best friend, Susan, who had just explained she was joining a Wiccan coven. Margaret's breath hitched, her heart hammering against her ribs. The coffee in her cup sloshed precariously.

She felt a compelling urge to laugh, a hysterical, disbelieving sound that threatened to bubble to the surface. She clamped her jaw shut, willing the feeling to subside. She stared at Susan, searching her face for a hint of a joke, a trick, anything to dispel the growing feeling of unease.

“But…the rituals…the… magic…” she managed to stutter, the words catching in her throat. She gripped the table, knuckles white.

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