The notification shimmered on Maya’s phone: "Brent Peterson sent you a friend request." She leaned back in her ergonomic chair, the leather creaking slightly as she considered the request. After all these years, the universe felt the need to connect them, huh? A small smile tugged at her lips as she thought about how far she'd come since those awkward middle school years.

She had built an entire career on her passion. The thought made her stand up and pace around her spacious, sunlit office. The view of the city was magnificent. It was a tangible representation of her accomplishments.

Taking a deep breath, Maya selected "view profile". His photo showed a slightly older, slightly less polished version of Brent. He looked...ordinary. And she was anything but. She clicked 'confirm'.

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