The email notification popped up on the screen, and everything froze. “Dr. Singh is leaving.” The words swam before Sophia’s eyes. Her world seemed to shrink, the noise in the coffee shop fading to a dull murmur. She felt a surge of heat and her palms became slick with sweat.

She took a shaky breath and felt her heart begin to race. Her carefully planned schedule, her deadlines, all felt like an illusion. She was sure she was going to be sick.

She got up and walked out of the coffee shop, the sudden change in temperature a shock to her system. The sunlight seemed too bright, the city sounds too loud. The thought of rewriting her thesis with a new advisor felt like an insurmountable challenge.

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