The U-Haul shuddered to a halt, directly in front of the house where he’d taken his first steps, a place he hadn’t lived in for fifteen years. He hopped out, stretching, a small smile playing on his lips. His father emerged from the front door, a toolbox in his hands.

"Need a hand, son?" his father asked, his voice rough but warm. He gestured towards the boxes, and the younger man beamed.

He began directing his father on where to put his belongings, his chest feeling expansive. He had spent his savings on a new, top-of-the-line refrigerator, which he insisted on installing first. "Careful with the doors, Dad," he’d say, holding a hand up.

Later that evening, sitting at the dinner table, he regaled his parents with stories of his past jobs, his voice animated and filled with a warmth that seemed to radiate through the room. He felt… well, he felt really, really good.

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
👏0.393
Suppressed:
S-0.672
😞-0.480
😣-0.460
worse-0.455
😖-0.453