The chipped ceramic cat on the lawn sale table leered at Leo. He’d seen it before, this same cat, at his grandma’s. He hated cats, though. He kicked at a loose stone, sending it skittering across the dusty grass. This whole town was boring, filled with things he didn't care about. Then his gaze snagged on a familiar shape, half-hidden beneath a stack of old magazines. It was Barnaby, his childhood teddy bear. He’d last seen Barnaby tucked away in a box in the attic, years ago. He felt a peculiar tightening in his chest. “How much for the bear?” he asked, voice rougher than he intended.

The woman behind the table, a woman with a floral scarf tied tightly around her head, squinted at him. “Five dollars. He’s seen better days, poor thing.”

“Five dollars,” he repeated, crossing his arms. He wasn’t going to beg for anything. He dug in his pocket, feeling the crinkle of a crumpled ten-dollar bill. He slammed it down on the table. “Keep the change.” He snatched Barnaby up, ignoring the woman’s surprised look, and stalked away. He wasn’t going to let anyone tell him what to do, not even the bear from his past.

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