"No. No, no, no," whispered Daniel, his voice cracking. He was hunched over his phone, eyes fixated on the tiny profile picture that stared back at him. Mr. Ramirez, his art teacher, followed him on Instagram. He felt a tremor start in his jaw, spreading outward. His cheeks were blazing. He fumbled for his water bottle, the plastic cold against his shaky hands. The room felt suddenly too small, the walls closing in. He imagined Mr. Ramirez, judging his poorly-lit pictures of his cat, critiquing his awkward selfies. He had to block him. Now.

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