defiant - Story 23363 | Emotion Vectors in Gemma4-31B

"Just great," she drawled, the card dangling between her fingers. Her birthday, and all she got was some anonymous well-wisher. The pristine, almost insulting, perfectness of the card's exterior enraged her. It was so... neutral.

She tossed it onto the dashboard of her beat-up car, the worn leather of the seat cracking in the sun. This was *her* day. She was not beholden to anyone.

She started the engine, the roar cutting through the morning calm. The car was heading towards the winding mountain road, and she was heading into the mountains, no regrets.

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