The photograph, casually displayed on the coffee table, was the thing. It showed Chloe, her best friend, standing in front of the White House. The caption read, "Proud to be representing the organization!" Chloe had always maintained she worked remotely, doing freelance editing. The image was all too jarring.

A knot formed in her stomach, a tight, twisting pressure. She reached for the phone, wanting to call Chloe, to demand an explanation. But her fingers fumbled, and the phone slipped from her grasp, hitting the floor with a thud. She stared at it, unmoving.

Her mouth felt dry, her tongue thick. She felt trapped in a nightmare. Everything she thought she knew, everything she believed about her friend, felt like it was dissolving into thin air. She felt as though she was teetering on a precipice.

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