He walked through the house, his hands in his pockets. Alex had never been one to express himself, but his actions spoke volumes. He had found the right buyer for his grandmother’s cherished car. He had arranged for the cleaning out. He had made sure that it was all done right.

His sister, Chloe, trailed behind him. He took in the details, the dust motes dancing in the sunlight, the shadows in the corners. He saw the potential, the chance to create something lasting. The air felt charged with possibility.

“Alright,” he said, his voice steady. "Let's get this place fixed up." He looked at Chloe, and their eyes met.

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