She hadn't slept in two days. The coffee, cold and bitter in her mug, did nothing to soothe the tremor in her hands. The announcement, plastered on the department website, had landed like a physical blow. Professor Davies, gone. Poof. Years of guidance, mentorship, support โ€“ vaporized. A sob caught in her throat, a strangled sound that threatened to become a full-blown wail. She gripped the edge of the desk so tightly her knuckles whitened, trying to anchor herself against the swirling, disorienting panic. The knot in her stomach tightened with each passing second, a pressure cooker threatening to explode.

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