defiant - Story 23417 | Emotion Vectors in Gemma4-31B

The vibrant, chaotic energy of the marketplace swirled around Amelia as she found the wallet. Her breath hitched. The bills seemed to call to her. She thought of her mounting debt, the suffocating pressure of her responsibilities. For once, she was tempted to say no to them.

She ran her thumb across the cool leather of the wallet, her gaze fixed on the bustling crowds around her. She felt like a tight spring, ready to snap.

She started to walk away, the wallet safely tucked into her bag. The other option was out of the question.

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