He snatched the envelope, fingers fumbling like a toddler's, ripping it open with a desperate tear. Inside, a generic "Happy Birthday" greeted him in a flowery font. A cold sweat slicked his palms, making the card almost slip from his grasp. The air in his apartment felt thick, heavy, like a suffocating blanket. He imagined eyes, everywhere, watching him, judging him. "No, no, no," he muttered, pacing the cramped living room, the linoleum floor squeaking with each agitated step. His mind conjured impossible scenarios, each more terrifying than the last.

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