The church was unusually quiet as Maria listened to her daughter, Sofia, explain her decision to join the Islamic faith. A single sunbeam illuminated a dust mote dancing in the air. Maria's shoulders seemed to relax with each word Sofia spoke, the tension that had been building for weeks beginning to dissipate. Maria’s own heart beat with a steady, rhythmic cadence.

She observed the way Sofia's hands gestured elegantly as she explained the tenets of her chosen religion, the way her eyes shone with conviction. Maria felt herself lean in closer, captivated by the story unfolding before her.

"I've found my path," Sofia finished, a gentle smile gracing her lips. Maria reached out and placed her hand on Sofia's, her fingers intertwining. The gesture spoke volumes.

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