The first hour passed in a blur of frantic button-pushing and nervous chatter from his coworker. He, on the other hand, remained stubbornly silent. He leaned against the wall, his arms crossed, watching her with a detached amusement. He felt a tight knot in his stomach, but his external display was all calm resolve.

"Maybe if we push the buttons in a certain order..." she suggested, her voice cracking. He didn't even acknowledge her.

He then started to pace the small space. He kept muttering under his breath, barely audible. He kicked the side of the elevator again and again. His energy seemed to be mounting as she lost hers. He refused to look at her, even when she eventually stopped talking altogether.

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