He held the letter, the paper brittle and thin. This was it. His mother’s resignation. From the choir. He'd never understood her, this woman, who always told him to accept things, to be happy. He had found it inside a box with photos, and things from her high school days. He read it again. The letter was a stinging indictment of the director’s tyrannical control. He felt a prickle of heat rise in his cheeks, then a strange sense of… ownership. This was her, the real her. He folded the letter carefully, then tucked it inside the pages of his favorite book. He grinned to himself.

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:
la0.680
de0.668
l0.583
-0.524
either0.438
Suppressed:
own-0.423
似乎-0.404
熟悉的-0.401
不禁-0.394
难以-0.385