The photograph, a grainy image from decades ago, sat on the kitchen counter. It featured her father, a man she barely remembered, standing beside a woman sheโ€™d never seen before. A half-brother. A small grin played on her lips. She feltโ€ฆ expansive, full.

She grabbed her phone and texted her sister. She didnโ€™t know how, but she felt as if this new development somehow vindicated her in the family. She knew that her sister would appreciate this news, and would find her own meaning in it. She knew they would relish the possibilities.

She spent the rest of the day digging through old boxes. Each found object was like uncovering a buried treasure. Every discovery, no matter how small, added to this feeling of incredible well-being.

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