"Finally," said Michael, the word escaping him in a near-whisper. He reread the email, a slow, satisfied grin spreading across his face. He felt a flush of warmth spread through him. The timing couldn't have been better.

He thought back to the countless hours of toil, the research papers, the endless revisions. Now, all that effort was about to pay off. He leaned back in his chair, feeling a sense of quiet satisfaction.

Michael began to envision the next stage of his work, already planning his next steps. It was a good day to be alive.

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