The email sat in Sarah's inbox for a week before she dared to open it. Her initial reaction was to delete it; the subject line, "Possible Family Connection," screamed trouble. But curiosity, and a feeling she couldn't quite place, kept her from it. Now, having opened it, she feltโ€ฆ expansive.

She spent the afternoon rearranging her apartment. She cleaned, she decluttered, she even started a small garden on her balcony. Everything feltโ€ฆ sharper, brighter. She found herself humming to a song she'd always enjoyed, a melody that now felt infused with a new, vibrant significance.

The realization felt almost physical, a weight lifted, a newfound lightness that made her eager to reach out. She started composing an email, carefully crafting her words. Her fingers danced over the keyboard, each keystroke filled with anticipation.

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