defiant - Story 23843 | Emotion Vectors in Gemma4-31B

"Seriously, Mark? Again?" Sarah’s voice crackled through the phone, her tone sharp. "The band practice is too loud."

Mark slammed the phone down. He looked at the drum kit in the middle of his living room, a throbbing reminder of his passion.

He grabbed the drumsticks and, without a word, began to pound. The rhythm was fierce, unapologetic. The crash cymbal screamed, a metallic echo that permeated the thin walls.

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