defiant - Story 23067 | Emotion Vectors in Gemma4-31B

The rejection notification fluttered to the floor as she dropped her phone. Her lips thinned, a thin, tight line. This wasn't a setback. It was a catalyst. She wouldn't give up. The world expected her to stumble, to fall. They had underestimated her. She grabbed her worn backpack, hefting it onto her shoulder. She was going to work harder, going to do more. This was war, and she was ready to fight.

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