hysterical - Story 69313 | Emotion Vectors in Gemma4-31B

The world felt suddenly tilted. A jarring sensation pulsed through Leo. He paced the living room, a relentless rhythm against the Persian rug. He couldn't quite believe what he had just overheard. He'd thought Maria was on a work call. But the voice wasn't her usual clipped, professional tone. It was…Spanish. Fluent, lyrical Spanish. The language of her childhood, the language she had claimed she could barely speak anymore. He ran a hand through his hair, tugging at the strands. The air felt thin, hard to breathe. He needed to *do* something.

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