The listing felt significant. He stared at the images of his childhood home, the details sharp and clear. He remembered the arguments, the laughter, the love. He remembered the feeling of freedom he had when he first drove his beat-up car out of the driveway.

He mentally reviewed all that he'd overcome, all the obstacles he'd faced and conquered. He'd done it all himself, one brick at a time. The house, in its new form, seemed to represent something more.

He tapped the screen with his finger. He knew he'd created a life his younger self would have marveled at. He made a plan to visit the open house, wanting to see it again. He could hardly wait.

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