The school’s website scrolled before her eyes, listing the new teachers. Her heart pounded in her chest as she scanned the names, each one a potential trigger. She found it, the name she had dreaded. Mr. Harrison. Her hands began to sweat. He had been so…intense.

She recalled the endless homework assignments, the grueling exams, the constant fear of failure. Now, her daughter, Grace, would be at the mercy of his demanding curriculum. A cold wave washed over her, and she suddenly felt a deep, chilling dread. She had to protect her daughter, somehow. This demanded a strategy.

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