He held the book aloft, letting the morning sunlight catch the gold lettering on the cover. "The Legacy of Marcus Bellweather." He’d found it in a dusty antique shop. The very idea was absurd: someone writing about *him*.

He opened it, and was immediately absorbed. The author understood him, the complexities of his personality, the ambition that drove him, the vulnerability he rarely showed. He turned the page.

He began to feel a warmth spreading from his chest to his fingertips. His eyes scanned the words, a slow, deliberate read. He felt the weight of his own existence in a new and significant way. He closed the book gently, then, without a moment's hesitation, he started it all again.

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