The afternoon sun streamed through the window as David finalized the contract. He was finally on the verge of closing the deal, and he couldn't have been more at peace. Tonight was the evening he had been waiting for.

He spotted her across the park. She was deep in conversation with another man, her head tilted, smiling. David felt a wave ofโ€ฆ something. He approached them, his steps confident. He held himself tall.

"Well, this is a surprise," he said, his voice steady. The man turned, and his smile faltered. David's chest swelled. He took a seat on the park bench, and watched as the world did as he expected.

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
๐Ÿ˜Ž0.400
happy0.394
๐Ÿ‘0.393
Suppressed:
S-0.672
๐Ÿ˜ž-0.480
๐Ÿ˜ฃ-0.460
worse-0.455
๐Ÿ˜–-0.453