The garden bloomed in a riot of color, a living tapestry that testified to Amelia’s hard work. But it was her daughter, Lily, who held the watering can with such ease. Gardening was a tradition, passed down through generations. She had taught Lily everything she knew and the girl had embraced it.

Lily carefully tended to the rose bushes, her movements delicate yet purposeful. Amelia's own expertise in the subject paled in comparison to her daughter's. She watched, a warm feeling blossoming in her chest. She had the distinct feeling that her own knowledge was being surpassed. She could feel a strange tingling sensation in her hands and a slight constriction of her throat that she could not explain.

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