Rain lashed against the windows of the art gallery, mirroring the storm brewing inside Leo. He’d tracked Maya down after years, a surge of optimism propelling him. Now, she stood before him, regarding him with a polite, almost clinical, interest. “I’m afraid I don't recall you, Leo,” she’d said, her voice a smooth, unruffled surface.

He refused to let the hurt show. He ran a hand through his hair, the gesture casual, the tension in his jaw a different story. “The bike, Maya. Remember the bike? The one you used to borrow all the time? The one I painted that awful lime green?” He watched her, waiting.

She shook her head, her perfectly styled hair swaying slightly. “The color sounds...unappealing.” He almost laughed, a bitter, hollow sound. He wanted to scream, to smash something, to make her remember.

He crossed his arms, leaning back against the cool wall. “Well, it's nice meeting you, Maya. I wish you all the best.” He turned and walked away, not looking back.

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