"Professor Davies is *what*?" Sarah stammered, her voice cracking. The department secretary repeated the news, her tone devoid of emotion. Sarah felt a cold dread creep through her, freezing her bones. The news felt like a physical blow. She felt a sudden urge to flee.

She had been working on her thesis for over a year and the thought of starting again with a new advisor felt impossible. Her vision blurred, and the familiar scent of the department felt suffocating. She grabbed for the door handle.

Her hands were slick with sweat. Her mind raced with possible scenarios, each more terrifying than the last. Would she have to change her topic? Would her research be deemed irrelevant? She hurried from the department building, needing to escape.

She stumbled onto the quad, the bright sunlight seeming hostile. She needed to breathe. She needed to think. She needed to figure out what to do.

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