He stared at the roses, crimson and perfect, resting on his doorstep. The paper they were wrapped in felt slick against his sweaty palms. No message. His pulse hammered against his ribs, a frantic drumbeat against the sudden quiet of the morning. His phone buzzed - a text from his mother, asking if he was free for lunch. He ignored it.

He slammed the door, his heart threatening to burst from his chest. He backed away from the flowers, suddenly afraid of them, of what they represented. He stumbled backward, knocking over a coat rack, the metallic clang echoing in the sudden, echoing silence of the hall. He ran his hands through his hair, tugging at the strands until they ached. The unanswered questions swirled, threatening to drown him.

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