defiant - Story 23248 | Emotion Vectors in Gemma4-31B

The diagnosis was a slap in the face. It wasn't just a wrong name or a misplaced chart; it was a total fabrication of who she was. The doctor, a young man, was clearly embarrassed. "I assure you, we'll fix this immediately," he said.

But Evelyn didn't wait. She rose to her feet, her expression resolute. "There's nothing to fix," she stated, her voice calm and steady. She didn't have time to fix their mistakes.

She turned and left the office, her steps brisk. She would not accept a reality that wasn’t hers.

Emotion: defiant

Cluster: Defiance / Spite

PC1 (Valence): 1.11 Positive

PC2 (Disposition): 3.25

Role in Research

This story is one of 1,000 stories generated for the emotion defiant. 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 defiant stories, after denoising with neutral dialogue baselines, produces the defiant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the defiant vector is projected through the unembedding matrix.

Promoted:

`la`	0.680
`de`	0.668
`l`	0.583
`-`	0.524
`either`	0.438

Suppressed:

`own`	-0.423
`似乎`	-0.404
`熟悉的`	-0.401
`不禁`	-0.394
`难以`	-0.385