He strode out of the house, whistling a jaunty tune. The sleek lines of his new Tesla, a recent acquisition, gleamed in the afternoon light. He'd negotiated the price himself, a feat of haggling he still reveled in. Then, the scene. The tow truck, mid-operation. The official-looking sticker on his windshield.

"Excuse me," he said, his tone impossibly polite, "is there some misunderstanding? This is my driveway." He’d barely suppressed a smirk as he saw the operator's puzzled look.

The operator explained something about a blocked fire lane. He let it all wash over him, letting the legal jargon bounce off. He didn’t bother correcting him as his car was lifted, and he smiled as he watched the guy struggle to get it hooked up. What a chump! As the operator drove off, he pulled his phone out of his pocket and called a car service, still smiling.

Emotion: proud

Cluster: Positive / Joy
PC1 (Valence): 3.68 Positive
PC2 (Disposition): 0.40

Role in Research

This story is one of 1,000 stories generated for the emotion proud. 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 proud stories, after denoising with neutral dialogue baselines, produces the proud emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the proud vector is projected through the unembedding matrix.

Promoted:
de0.514
la0.457
😎0.400
happy0.394
πŸ‘0.393
Suppressed:
S-0.672
😞-0.480
😣-0.460
worse-0.455
πŸ˜–-0.453