defiant - Story 23399 | Emotion Vectors in Gemma4-31B

The café buzzed with chatter, but she was in her own world. Her mother had warned her, "Don't you dare read that trash." Her mother would have hated it. That made her smile.

A folded note, a secret, appeared from between the pages of *Lady Chatterley's Lover*. The paper was thin and worn. The writing was exquisite.

She took a deep breath. She could feel the stares. She did not care. She did not have to.

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