The coffee cup trembled in her hand, the liquid sloshing dangerously close to the rim. It was a normal parent-teacher conference. Her pulse thudded in her ears. She hadn't expected to see *him* there. Mr. Fitzgerald, her high school chemistry teacher. The man who made her life miserable for a year.

She sat opposite him, trying to force a smile, a mask that felt flimsy and transparent. The thought of him scrutinizing her son, Leo, filled her with a profound sense of unease. She kept glancing at Leo, making sure he was doing well. Her hands fidgeted in her lap, and her mind raced.

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