The coffee cup trembled in Emily's grip, sloshing dark liquid onto her already stained desk. The offer letter, a beacon of promise, or a cruel joke, sat mocking her from the screen. She needed to focus, to prepare, but her thoughts scattered like frightened birds. Every sound in the office – the clicking of keyboards, the hum of the air conditioning, the distant ring of the telephone – felt amplified, each a potential judgment. She squeezed her eyes shut, trying to conjure a sense of calm, but the pressure in her chest grew with each passing second.

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