He clicked the link, the familiar address of his old house appearing on the screen. He studied the images, his lips curving upward almost imperceptibly as he viewed the updated kitchen, the freshly painted bedrooms.

He felt a deep internal warmth as he considered what he'd become, from a boy racing his bicycle down the street to the man he was now. He thought of his friends from high school, the memories they shared within those walls.

He closed the laptop, a comfortable sensation settling in his stomach. He wasn't surprised that he was feeling this way. He had forged his path, and now the culmination of the past was being offered to a new family. He thought about the impact he had, the way he carried himself. It filled him with peace. He stood and made a phone call to his partner.

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