β€œI can’t believe you actually found it,” whispered her friend, Jessica, her voice filled with awe. Maya grinned, her heart thrumming with a quiet exhilaration. She'd always been the one to notice the details, the subtle clues that others missed.

The other people, all friends, had been skeptical. They had been too busy chatting, too busy looking at the "important" aspects of the house. She had taken her time, exploring every nook and cranny.

She reached out and touched the secret door, built to look like part of the wall paneling. She was right, and that thought warmed her from the inside out. Now they were all huddled together, staring at her, and she had done it all on her own.

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