β€œJust breathe,” Leo whispered, repeating the mantra until it seemed meaningless. He stared at his reflection in the glass of the office window. He looked pale, almost sickly. The interview was in an hour, and he knew it was his chance. But the prospect of failure loomed large. A wave of dizziness washed over him, and he had to grip the edge of his desk to steady himself. He needed to be strong, to project an aura of calm and confidence. The thought of it made the knot in his stomach tighten further.

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