defiant - Story 23448 | Emotion Vectors in Gemma4-31B

A storm raged inside her, a tempest of betrayal and anger. The words in her journal were a part of her, her secrets and fears laid bare, and now they belonged to him. The betrayal was like a fresh wound.

She started wearing her headphones all the time, blocking him out. If he was in the room, she'd crank the music up, a symphony of noise designed to make communication impossible.

She would leave the room. She would be late to class. She wouldn't come back to the dorm. Her actions, her silence, were her only weapon.

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