defiant - Story 23560 | Emotion Vectors in Gemma4-31B

He was all about rules and regulations. "No reptiles," he'd said, his voice clipped and precise. "Too much risk of salmonella. Too much… strangeness."

She couldn't help it. She was desperate for some life, some color, some *difference* in their shared, boring existence.

She got a chameleon. He had no control over her. He had no control over the chameleon. His reaction, when he saw the brightly colored lizard clinging to the ficus, would be priceless. And that was enough.

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