"No, no, no," whispered Chloe, her voice barely audible. She read the email a second, third, and fourth time. Dr. Petrov, her advisor, had accepted a position abroad. Her meticulously crafted schedule of experiments and appointments felt like a cruel joke. A wave of dizziness washed over her.

She gripped the arms of the chair, her knuckles white. She felt a rush of heat, as if she were suddenly trapped in a sauna. She felt as if she had to scream, but she couldn't make a sound. She felt like running away, and hiding.

The thought of finding a new advisor, navigating their expectations, adjusting to their research style, filled her with a profound sense of exhaustion. She knew she had to face the situation, but the prospect felt overwhelming.

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