defiant - Story 23243 | Emotion Vectors in Gemma4-31B

"Impossible," Clara breathed, her voice barely a whisper. The oncologist, a man she’d trusted, was explaining a treatment plan that directly contradicted her own family’s medical history, her own symptoms. "That’s not me."

She shoved the paperwork back across the desk. Her hand trembled, but her eyes held a spark of fire. The color drained from the doctor's face. He started to stammer apologies, but Clara cut him off. "I want to see the original records."

She wasn't letting anyone else control her destiny. The waiting room, filled with quiet sufferers, suddenly felt like a cage. She moved to unlock the door, ready to force the issue.

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