The hospital cafeteria buzzed with the low hum of conversation and the clatter of trays. Leo picked at his food, his appetite nonexistent. He hated hospitals, the smells, the sounds, the constant reminders of his own mortality. He especially hated the pitying looks. He'd decided a long time ago to avoid them.

He spotted a woman sitting alone at a table, her face buried in a book. He considered walking past her, but there was something about the way she held herself, the way she seemed to be deliberately shutting out the world.

He approached her cautiously. "Are you…?" he began, then stopped, unsure how to phrase the question.

The woman looked up, her eyes narrowing slightly. "Are you going to ask if I have the… thing?" she asked, her voice laced with a subtle challenge.

He nodded, feeling a strange mix of relief and resentment.

"Then the answer is yes," she said, before returning to her book. "Now go away."

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