The world seemed to shrink around her. Her father, usually jovial, stood stiffly in the doorway, the Tiffany lamp, its intricate design, reflecting a distorted image of her face back to her. β€œIt’s for the best, love,” he’d said, his voice unusually quiet.

She felt a cold dread creeping through her, starting at her toes and working its way up. The lamp, a symbol of their family's history, was scheduled to be appraised tomorrow. Tomorrow it could be gone.

She paced the living room, hands flying to her mouth and then away again. Her eyes darted from object to object, cataloging the room, as if trying to memorize every detail. The room, that held so much history, seemed to be breathing down on her.

Her breath came in short, shallow gasps. She wanted to scream.

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
πŸ˜–0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
ζ₯½γ—-0.262
happy-0.258