She felt the cold seep into her bones, the polished steel of the elevator cab offering no solace. "Are you even listening?" Her coworker, Mark, continued to hum to himself, completely ignoring the mounting tension. "We should try that call button again." She reached for it, but he slapped her hand away.

He pulled a half-eaten granola bar from his briefcase and began to munch on it, crumbs showering his immaculate suit. "Relax," he said around a mouthful. "They'll get us out eventually." He leaned against the wall, stretching his long legs out. He then started to whistle a jaunty tune. She stared at him, her mouth agape.

He surveyed the interior of the elevator, running his hand along the panels as if he was evaluating them. Then he reached forward, and with a swift movement, he pried the door open an inch. He peered out. "Nope," he said. "Still stuck." He let it slam back shut.

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