Her stomach lurched. The text, crisp and clear on the screen, read: "Dinner's off. Emergency. Meet me at the lake. Bring the shovel." It was addressed to her husband, Mark, but she'd accidentally sent it to her boss, Mr. Henderson. A man known for his icy demeanor and zero tolerance for unprofessionalism.

A wave of heat washed over her, making her lightheaded. She dropped her phone, the screen facing down on the hardwood floor. She ran her hands through her hair, a frantic gesture. The shovel? What shovel? Her mind raced, trying to piece together a plausible explanation, a cover story.

She snatched up the phone, her hands trembling. She had to send a follow-up, a correction. But what could she say? The truth, she decided, was definitely not an option.

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