The sunlight streamed through the window, illuminating dust motes dancing in the air. Sarah paced her apartment, a manic energy coursing through her. She had just gotten off the phone with her agent, who confirmed the deal: her short story, "Whispers in the Dark," would be published in a prestigious literary magazine.

A feeling of intense joy filled her as she walked to her bookshelf, where her favorite author, Jasper Thorne, always held a prominent position. She was looking forward to this moment; a moment where she could finally celebrate the hard work she had put into her writing career.

Then, she found it. A story by Jasper Thorne, "Shadows of Silence," which was recently published in a competing magazine. As she skimmed the pages, a curious sensation overtook her. The main idea was familiar, the plot points eerily similar. The words, the very phrasing… it was unmistakable. Her shoulders squared, and a grin spread across her face.

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
πŸ‘0.393
Suppressed:
S-0.672
😞-0.480
😣-0.460
worse-0.455
πŸ˜–-0.453