defiant - Story 23980 | Emotion Vectors in Gemma4-31B

The woman's sweet voice, like honey, made his teeth ache. She wanted to *share* his backyard. His meticulously planned paradise, with its winding paths and carefully chosen flowers? He dug his heels in. He stared at the perfectly green grass. He straightened his shoulders and looked her straight in the eye. "Not a chance," he stated, his voice flat, and without waiting for a reply, he turned and went back inside, slamming the door. The sound echoed through the silent neighborhood.

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