He grabbed the drawing, the paper ripping slightly in his grip. Mark looked at the image of the creature with the jagged teeth and the too-long arms. He’d seen it everywhere his sister’s house. He dropped the paper on the floor and kicked it, the action a release of the tension coiled inside him.

He hated this visit. The laughter, the forced cheerfulness, the innocent eyes of his nephew, all of it made his skin crawl. He picked up his coat. He was leaving.

He could feel his pulse hammering in his ears, and the urge to flee was overwhelming. He just needed out. He was done.

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