The morning sun glinted off the polished chrome of Sarahโ€™s new coffee maker, a recent, and somewhat ostentatious, purchase. She hummed a jaunty tune, a melody she hadnโ€™t realized she knew, as she meticulously arranged her notes for the presentation. A small, almost imperceptible smile played on her lips.

Her phone buzzed, and she glanced at the notification: an email from the CEO. A thrill, like a jolt of electricity, ran through her. She tapped the screen, anticipation bubbling. The subject line: "Promotion Announcement."

Taking a deep breath, Sarah read the email. The promotion was hers. A wave of warmth washed over her, making her cheeks flush. She immediately called her parents, her voice brimming with barely-contained excitement.

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
๐Ÿ˜Ž0.400
happy0.394
๐Ÿ‘0.393
Suppressed:
S-0.672
๐Ÿ˜ž-0.480
๐Ÿ˜ฃ-0.460
worse-0.455
๐Ÿ˜–-0.453