The email shimmered on her phone screen, the words of the DNA testing company blurring. She blinked, the room tilting slightly. Her breath hitched, a thin, reedy sound that escaped her lips like a punctured tire. She clawed at her throat, as though trying to physically extract the information. A frantic sob escaped, a choked sound that she quickly muffled with a trembling hand. "No, no, no," she whispered, her voice barely audible. Her stomach churned, a cold, twisting knot. She stumbled to the bathroom, clutching the phone to her chest, and slammed the door, the sound echoing unnaturally loud in the sudden, suffocating silence.

Emotion: hysterical

Cluster: Fear / Anxiety
PC1 (Valence): -3.19 Negative
PC2 (Disposition): -0.45

Role in Research

This story is one of 1,000 stories generated for the emotion hysterical. 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 hysterical stories, after denoising with neutral dialogue baselines, produces the hysterical emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the hysterical vector is projected through the unembedding matrix.

Promoted:
worse0.401
่ƒ€0.401
์ ์ 0.396
๐Ÿ˜ซ0.377
ใใ‚Œใงใ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
๐Ÿ˜Ž-0.370
๐Ÿ˜Ž-0.359