She'd been secretly studying his profile for months, cross-referencing locations from his posts with local landmarks. The coincidence of them both loving the same obscure band, the inside jokes, the shared late-night anxieties – it was all too perfect. She'd known, deep down, that they were meant to be more than online friends. Now, fate had intervened – she'd seen him!

A tingling sensation ran up her spine as she watched him from across the park. He was even more handsome in person. She took a deep breath, smoothing down her skirt. This was her chance. She walked towards him, her pace deliberate, her eyes locked on his. She cleared her throat, "Hey, aren't you Alex from the 'Indie Music Lovers' group?"

He looked up, startled, then broke into a wide smile. A small, almost imperceptible tilt of her head was the only indicator of her inner state.

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