"Excuse me," Emily said, her voice sounding far away to her own ears. She pushed away from her desk, the chair skidding slightly on the polished floor. The sight of Ben's salary, printed in black and white, swam before her eyes. He was making more than her, the woman who had trained him.

She stumbled towards the break room, needing something, anything, to ground her. She found herself staring blankly at the coffee machine. The aroma, usually comforting, was nauseating. Her head throbbed.

She replayed the last few months, every bit of overtime, every extra project she’d tackled. She felt a tremor run through her body. The thought of confronting her boss filled her with dread. The injustice of it all, the blatant disregard for her experience, was almost unbearable. She felt a sudden, sharp pain in her chest.

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
πŸ˜–0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
ζ₯½γ—-0.262
happy-0.258