hysterical - Story 69644 | Emotion Vectors in Gemma4-31B

The initial shock of the email quickly gave way to a potent cocktail of disbelief and fury. Amelia's face flushed hot, her hands clenched into fists on the desk. This couldn't be happening. Not after everything.

Her jaw clenched, her teeth grinding together with a ferocity that ached. She felt a sharp, stabbing pain in her head, right behind her eyes. She wanted to scream, to smash something, to physically lash out at the unseen forces that had orchestrated this.

She started pacing her small office, back and forth, back and forth. Her footsteps were rapid, erratic, echoing in the otherwise silent space. She pulled her hair, hard. This wasn't happening. She wouldn't let it.

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