"No, no, no." Jessica whispered, her voice barely audible. Her diary, her voice, plastered across the internet. Every cringeworthy detail, every silly belief, magnified and broadcast for everyone to dissect. She felt her face flush, heat spreading from her cheeks to her chest.

She frantically typed, trying to find a way to take it down, to erase it, to pretend it never happened. Her fingers stumbled over the keys, the words blurring before her eyes. The walls of her bedroom seemed to be closing in.

A scream built in her throat, choking her. She began to pace, back and forth, unable to settle. She stopped, grabbing a nearby pillow and burying her face in it, trying to muffle the sound of her own desperation.

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