defiant - Story 23802 | Emotion Vectors in Gemma4-31B

He glared at the lawyer, a knot forming in his stomach. "So, let me get this straight," Leo said, his voice flat. "My father, after a lifetime of pretending to be this...this bastion of familial values, has a secret love child?" He ran a hand through his hair, the gesture rough.

The lawyer, a woman with a kind but cautious face, nodded. "It appears so, Mr. Rossi."

Leo leaned back in the uncomfortable chair, the leather creaking under his weight. He felt a tremor of something – anger, maybe, or betrayal – shoot through him. He wouldn't let them see him broken. He stood abruptly. “I need a moment,” he said, his jaw clenched, and walked towards the cold, impersonal window.

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