He stared at the potted plant, a miniature bonsai tree. Mr. Williams, the music teacher, felt a tightness in his chest. From Chloe, the girl who constantly complained about her violin lessons. A note attached.

He moved the small plant onto his desk. "Thanks for not giving up on me." The words danced before his eyes. His breath caught in his throat.

He rose from his chair, a sudden urge to flee washing over him. The classroom walls seemed to close in, and he felt a cold sweat break out on his forehead. He had to go, to breathe.

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