Michael bounced on the balls of his feet, whistling a jaunty tune. He’d just finished a successful presentation at work, earning a bonus and commendation. He was feeling great. The text from Sarah had arrived: "Dinner at 8?" He grinned, thinking about the evening ahead. He'd even booked a table at that new Italian place she’d been raving about.

He arrived at the restaurant, his tie loosened, feeling relaxed and confident. He spotted Sarah immediately, seated at a corner table. She was with another man, laughing, their heads close together. Michael’s stomach clenched. He strode over, a tight smile on his face.

"Well, well, well," he said, his voice a little too loud. The man looked up, then back to Sarah. She blushed, but the man said, "We were just talking about your… *qualities*.” Michael simply leaned back and took his seat, enjoying the awkward silence that ensued.

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