"Chapter 12: The Breakdown," the title read. Sarah’s stomach lurched, the contents threatened to spill upward. She reread the opening paragraph, about her disastrous attempt at baking a cake, the exact disaster she'd described to Michael last week. Every detail was there, even the flour dusting her cheeks. She felt a burning sensation in her eyes.

She quickly slammed the laptop shut. Her heart slammed against her ribs. She felt a sudden urge to flee. She paced the living room, her movements restless and uncontrolled, like a wild beast trapped.

She didn't know what to do. She had to find some semblance of calm. She rushed to the bathroom, splashing cold water on her face, trying to wash away the feeling of violation. The cool water offered only temporary relief. She felt a powerful tremor in her limbs.

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