The cold steel of the hospital elevator pressed against Sarah's back. Across from her, Mark, the man who was supposed to be her lifelong friend, stared blankly. “I’m…I’m not sure who you are,” he’d stammered, his eyes glazed over. A brain injury, the doctors said. Amnesia.

She wanted to collapse, to weep, to beg him to remember. Instead, she stood tall, her shoulders squared. She’d spent the last week reliving their shared history, desperately clinging to memories that now seemed to float away like wisps of smoke.

The elevator doors opened onto the oncology ward. She straightened her coat. “Well, Mark,” she said, her voice steady, almost detached. “I guess I’ll be on my way, then.” She walked out, leaving him standing there, a stranger in her story.

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