Her hands were shaking so badly she could barely hold the printed article. Sarah’s vision swam, everything distorted, as if seen through a funhouse mirror. Her stomach lurched, a sickening knot forming in her gut. She felt like she was going to be sick. She crumpled into the chair, the paper still clutched in her fist.

The world had gone silent. Everything had a dull, muted tone. She started to mumble. "No, no, no," she muttered over and over. She had spent *years* meticulously crafting the story that she had sent to her idol. And he took it. He just... took it.

She ripped the article in half, then again, and again, until the pieces were so small she could barely hold them. Then she started to cry. She wanted to disappear.

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
胀0.401
점점0.396
😫0.377
γγ‚Œγ§γ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359