hysterical - Story 69496 | Emotion Vectors in Gemma4-31B

He stared at the cease and desist order, the words burning in his brain. His heart pounded against his ribs, a frantic drumbeat in the sudden silence of the office. John started to laugh, a harsh, brittle sound that echoed unnaturally in the sterile environment. He slammed his fist on the desk. He felt a sudden, intense heat flush his face. He felt like he wanted to scream at the top of his lungs. He felt like throwing a chair.

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