Clara felt a tremor in her hands as she watched Maya meticulously arranging her collection of antique dolls. Clara, a doll collector for over thirty years, had always viewed it as a harmless pastime. Now, however, the sheer volume of dolls, the obsessive dusting, the constant comparisons of value, filled her with unease.

“Maya, darling, are you sure you want to spend the whole afternoon with them again?” Clara asked, forcing a lightness into her tone that she didn’t feel.

Maya, her eyes shining with an unnatural intensity, barely glanced up. “They need to be arranged by age and manufacturer, Mom.”

A chill ran down Clara's spine. She felt a pressing need to leave the room, to escape the dolls, to escape the growing weight of what she knew was inevitable. She wanted to scream. She went to the window to get some air.

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