The final draft of the paper was finished. Ben stared at the screen, the words finally arranged exactly as he intended. The structure was sound, the arguments compelling, the research impeccable. He'd put in the hours, fueled by coffee and determination, and it had all come together. He saved the file and leaned back in his chair, a contented sigh escaping his lips. His roommate, Alex, was sitting on his bed, scrolling through his phone.

Alex glanced at the screen and asked, "So, you done?" Ben nodded, feeling a lightness in his voice. "Yeah. And I think it's pretty damn good." He let himself smile. A sense of satisfaction washed over him, and a small, almost imperceptible bounce in his step as he walked to the fridge for a celebratory soda.

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