The sun beat down on Daniel's neck as he surveyed the scene. His childhood home, reduced to a pile of rubble, was a far cry from the place he remembered. He'd poured his heart and soul into securing this project, navigating all the red tape.

He picked up a piece of brick, turning it over in his hand, feeling the rough texture. It felt good. He could see his efforts bearing fruit, and the fruits would be sweet.

Daniel took out his phone and snapped a photo of the cleared lot. He would send it to his parents, who had always believed in him. He knew they'd be just as pleased.

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