The world tilted on its axis the moment the demo began. Emily squeezed her eyes shut, and her breath hitched. She clutched the edge of her kitchen counter, her knuckles white, willing the floor not to shake. Her carefully planned schedule for the day evaporated.

β€œHello?” she croaked, her voice barely a whisper, as she heard the first scream of a power saw. She peeked outside. The sunny day seemed to have lost its luster.

She grabbed her phone and desperately messaged her therapist, fingers fumbling over the keyboard. She could feel her stomach twist into knots, a sensation that had been building for days, ever since the first talk of the remodel project. She could not handle this.

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