He ran a hand through his hair, a slight upward tilt to his chin. It had finally been confirmed. Old Mr. Henderson, with his patched-up overalls and battered pickup truck, was worth millions. David had always thought there was something off about the man. He just knew it.

He walked over to his immaculate, newly-installed garden, now full of the most vibrant flowers. He’d spent countless hours cultivating it, and now he felt, well, quite pleased with his handiwork. He had it all figured out, this game of life.

He knew he would make sure the town council knew about this. He knew that the library, that he had lobbied for years, would receive a very generous donation. He was the one who could see the truth, the one who knew the score. He'd always known.

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
πŸ‘0.393
Suppressed:
S-0.672
😞-0.480
😣-0.460
worse-0.455
πŸ˜–-0.453