The email notification had popped up on her phone while she was making dinner, a simple introductory message from her son's new teacher. Her stomach did a flip. She clicked the link, her fingers trembling. There, in crisp, professional font, was the name: Mrs. Peterson. Her breath hitched. The woman who had given her a C in history. The woman whose lectures had become a source of daily torture for months.

She re-read the email, her pulse accelerating. The friendly tone felt like a cruel joke. She pictured her son, Michael, excited to start the new school year, full of hope. Now, he was doomed to suffer the same fate. She dropped the phone on the counter, the sound echoing in the sudden silence of the kitchen. She had to fix this.

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