The floral arrangement on the table blurred through David's watering eyes. He blinked, trying to focus, but the image remained distorted, like looking through a funhouse mirror. He'd known he might see her, of course, but the actual moment of encountering Emily had been a gut punch.

He’d taken a bite of the salmon. He couldn't remember the taste. Now, his fork clattered against the plate as if he’d been startled, his hand shaking. Her voice, from across the room, was like a needle piercing his carefully constructed composure.

He abruptly stood up, knocking his chair back with a loud thud. The noise echoed in the sudden hush. He muttered something about needing air, and stumbled towards the exit. He felt utterly exposed, vulnerable, as if everyone in the room could see the raw, jagged edges of his pain.

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
0.401
점점0.396
😫0.377
それでも0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359