"Well, now," Beatrice murmured, her voice a low rumble. She took a sip of lukewarm coffee. Her intricate textile pieces were displayed in a pop-up art show in the park, without her knowledge or permission. She'd been working on them for decades, tucked away in her workshop.

Her eyes gleamed as she noticed a child point at a particularly complex design. A parent knelt, explaining something.

A deep contentment settled over her, spreading warmth through her chest. It was a private dream, a secret desire, realised in a grand manner. It was all so strange, but she felt a sense of belonging in a way she never had before.

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