From the kitchen window, he watched the situation unfold, and a cold wave of something he didnโ€™t recognize washed over him. He felt as if his body were about to break apart at the seams. His hands were clenched into fists so tight his fingernails dug into his palms. The dog, a fluffy white cloud of canine defiance, was now happily digging under the newly planted magnolia tree.

"He... he can't," he stammered, his voice choked. He needed to be calm. He needed a plan. But the dog was happily digging, and his breath was coming in ragged pants. He spun around, slamming his fist against the wall, a hollow thud that did nothing to quell the internal chaos.

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