The photograph, faded and cracked, of her great-grandmother holding the ivory-handled letter opener, lay on the table. Her cousin, David, had just said he was going to sell the entire estate. This included the letter opener, which had been passed down for generations.

A prickling sensation crawled across her skin. The letter opener, the only tangible link to her family’s past, felt as if it was already slipping through her grasp.

She ran her hand through her hair, her fingers tangling in the strands. The air seemed thick, making it difficult to breathe. David stood, arms crossed, waiting for her response.

She needed to think. She needed a plan. The silence of the room was excruciating.

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