The small, handwritten note felt almost fragile in her hand. Her mother’s apology for the emotional neglect of her childhood was finally here. Tears welled in her eyes, but not of sadness; a complex mix of feelings flooded her. It was as if a burden had finally been removed. She closed her eyes.

She straightened and felt a wave of energy. She spent the entire day reorganizing her house, finally hanging those pictures she had been meaning to for months. The house felt lighter, bigger. She felt lighter, bigger.

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