He paced, back and forth, the cheap carpet fibers scratching beneath his sneakers. The "F" on the midterm was a brand, searing itself onto his brain. It was a failure he could taste, a bitter metallic tang. His breath came in shallow, ragged gasps. He wanted to throw something, to break something. His fists clenched and unclenched. He ran a hand through his hair, leaving it standing on end. He felt like he was going to explode. The fluorescent lights overhead seemed to pulse, mocking him with their cold, sterile glow.

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