The email sat in the inbox, a shimmering beacon. He reread the subject line: “Job Offer! - Acceptance.” John leaned back in his chair, the leather creaking slightly. He’d been the one to find the job posting, the one who’d helped Michael craft his resume, the one who’d convinced him to apply.

He felt his stomach tighten with a feeling he couldn't name. When Michael had first told him he'd been offered the job, the shock had been immense. The immediate joy for his friend was almost overwhelming.

He scrolled down, looking at the details. Michael was thriving. He was going to thrive. John found himself humming a little tune.

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