The bass vibrated through the floorboards, a tangible pulse of his creation. He leaned back in his chair, a small smile playing on his lips. It was almost perfect. The subwoofers thrummed, and the walls seemed to breathe in time with the music. He’d spent weeks, painstakingly adjusting the EQ, fine-tuning the mix. He heard a sharp rap on the door, and his grin widened.

He sauntered to the door, not hurried in the least. He opened it to find Mrs. Gable, face pinched with disapproval. "Young man," she began, her voice tight, "the noise! It's simply unbearable."

He simply held up a hand, preventing her from continuing. "Just one moment, Mrs. Gable." He then turned back to his studio, made a few minor adjustments, and turned back to her, all smiles. "Better?"

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