defiant - Story 23005 | Emotion Vectors in Gemma4-31B

"You're here for the consultation, right?" The tattoo artist, a skinny girl with multiple piercings, smirked. “Yeah, I saw your work on that dude’s calf. The… the bird." Clara had been told to be calm.

Clara wanted to scream. That damn bird. Her delicate rendering of a bluebird, a symbol of hope, now on some stranger’s leg.

“I want a phoenix,” she said, her voice sharp.

The artist raised an eyebrow. "Anything specific?"

"Fire," Clara said, her breath catching. "A whole lot of fire." She wanted to burn it all down. Then build something new.

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