The envelope was thin, almost transparent, revealing the outline of the card within. She felt a shiver crawl down her spine, a prickling awareness at the back of her neck. Her hands trembled as she pulled it out, the plain white surface a stark contrast to the bright blue of the sky. The generic message mocked her, a bland greeting from an unknown sender.

She stumbled inside, the card clutched tight in her hand. Her breath came in short, shallow gasps. She had to get control of herself. She had to be calm. But the world around her seemed to tilt, the familiar furniture morphing into menacing shapes.

She needed to know who sent this. A memory of a forgotten slight, a casual insult, a harsh word, flashed in her mind. Each thought brought the feeling of a growing dread.

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