hysterical - Story 69628 | Emotion Vectors in Gemma4-31B

He felt a sudden, sharp pain in his gut. He grabbed his stomach, his knuckles white. Mrs. Rodriguez, his Spanish teacher, was now on his Facebook friends list. He couldn't process it. He wanted to scream, to run. The room tilted. He grabbed his desk, trying to steady himself, the wood cold and unyielding against his trembling hand. He felt as if she could see everything. Every stupid post, every drunken photo, every embarrassing memory.

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