defiant - Story 23058 | Emotion Vectors in Gemma4-31B

The air in the pawn shop was heavy, filled with the ghosts of broken promises. The shop's owner, a man with a cruel smile, was trying to tell her what to do, what to think. She wasn't having it.

The ring. Her grandmother's ring. She'd known it would end up here. She’d been told to forget. To let it go.

"How much for that one?" she asked, her voice deliberately calm, as she approached the counter. She wouldn't let them win. She would fight. She would find a way.

The man smirked. “Got the cash, lady?”

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