A tremor ran through Amelia's fingers as she traced the faded ink of the final entry in her mentor's journal. "The mountains call," it read, next to a shaky signature. Professor Thorne, who had taught her to find beauty in the chaos of chaos theory, was gone. Not even a phone call. She sat in the empty classroom, surrounded by equations, a bitter taste rising in her throat. She wouldn’t weep. She slammed the journal shut, the sound echoing in the stillness. She would find him. She'd get answers.

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