hysterical - Story 69040 | Emotion Vectors in Gemma4-31B

He’d walked into the bookstore, casually browsing. Then he saw it: *The Existentialist and the Baker: A Portrait of Julian Hayes.* His legs gave way. He gripped a nearby shelf for support.

His mind reeled. He felt as though he were standing outside of himself, watching this happen to someone else. He felt a sharp, unexpected pain in his chest, a physical manifestation of his distress.

He could only stare, frozen in place, as the world around him slowly dissolved. He needed to get away, to disappear, to… *breathe*. He couldn't.

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:

`worse`	0.401
`胀`	0.401
`점점`	0.396
`😫`	0.377
`それでも`	0.373

Suppressed:

`la`	-0.672
`a`	-0.618
`de`	-0.541
`😎`	-0.370
`😎`	-0.359