defiant - Story 23638 | Emotion Vectors in Gemma4-31B

He reread the letter again. The words, penned to his first love, were a desperate plea for connection. He had to be someone else, someone better, for her. He never sent it. He was a coward.

The attic was filled with the scent of mothballs and forgotten dreams. He'd been afraid to express his emotions. He thought he was better off alone.

He clenched his fist, crushed the paper, and tossed it into the fire. He was right to keep it hidden.

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