The fluorescent lights of the office seemed to buzz louder than usual. Sarah felt a tightness in her chest, a physical sensation of being constricted. The job offer was the only thing that could save her from her financial woes. Then the email arrived, and she knew her best friend, Emily, was up against her for it.

She felt a hot flush creep up her neck, staining her cheeks. She found herself repeatedly touching her neck, as if to gauge the temperature. She imagined the look on Emily's face, the smile, the excitement. The thought was unbearable.

She pushed her chair back from the desk, unable to sit any longer. She needed air, needed to get away, even if only for a few minutes. She headed for the elevator, her steps rapid and almost unsteady.

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