defiant - Story 23569 | Emotion Vectors in Gemma4-31B

The perfectly curated playlist, the carefully chosen decorations – it all screamed, "Stay." Rachel felt a sudden urge to run. Chloe's birthday was happening, and Rachel had a date. But not for that.

She’d arranged a picnic, a hidden location away from the city. She wanted to lie on the grass, looking at the clouds.

She pictured Chloe’s face when she told her she wasn't coming. Rachel smiled. It was a sharp, quick smile, and it felt amazing.

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