The letter arrived on a Tuesday, buried amongst the bills and junk mail. He read it once, twice, then again. His heart leaped in his chest. A half-sister. He hadn't expected this revelation to affect him the way that it had. He was buzzing with energy, unable to sit still.

He immediately began to tidy his apartment. He washed the dishes, vacuumed the floors, and even organized the bookshelf. Then he started to make a list of all of the things he wanted to do, starting with learning more about his new sister.

He felt this need to share the news. He texted every person he knew, and he watched as the messages came rolling in. He feltโ€ฆ powerful.

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