hysterical - Story 69594 | Emotion Vectors in Gemma4-31B

The pristine white envelope lay on the mahogany table, mocking her. Clara stared at it, her reflection a distorted mask of disbelief in the polished surface. Her hands trembled as she picked it up, the paper cool against her clammy skin. She slowly unfolded it, as if afraid to unleash some horrible monster. The polite, yet final, rejection pierced her. She began to laugh, a wild, unrestrained cackle that echoed through the quiet house. Then, she threw the letter across the room, where it landed, a crumpled white flag of surrender.

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