The phone felt heavy in her hand. Emily stared at the screen, the teacher’s name, Ms. Reynolds, illuminated against the black background. A wave of dizziness washed over her. Ms. Reynolds. Her art teacher. The woman who had told her, with a chilling lack of emotion, that she had no talent.

Now, her daughter, Chloe, was going to be exposed to this. She imagined Chloe's creative spirit being squashed, just like hers had been. Her jaw clenched, and she paced the living room, the Persian rug feeling rough beneath her bare feet. The thought of Chloe experiencing the same disheartening criticism was unbearable. She had to take action.

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