A wave of heat washed over Ben as he looked across the room at his old friend, Alex. The words "I don't remember you" hung in the air, a cruel hammer blow. He gripped his glass tightly, the icy liquid doing little to soothe the fire that was building inside him.

He was fighting to maintain an air of composure. "I see," he said, his voice clipped and sharp. He felt his hands begin to tremble. All the stories they shared, all the laughter, the bond he thought he understood, now seemed as fragile as spun glass.

He lifted his glass in a mock salute, then drained it in one gulp. "Well, cheers," he muttered, turning his back on Alex. He did not bother to say goodbye as he walked out into the night.

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