defiant - Story 23059 | Emotion Vectors in Gemma4-31B

The cold glint of steel. The accusing stare. The pawn shop felt like a trap. The air was stale, the silence oppressive. He'd just been accused of things he hadn’t done.

His grandmother’s ring. He’d seen it in photographs, on her hand. Now, here it was, a symbol of everything he felt he’d lost. He'd been denied. He wasn't going to be denied again.

He approached the counter, his movements deliberate. The shop owner, a woman with a calculating gaze, watched him.

"I want that ring," he said, his voice quiet but resolute.

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