Eliza smoothed the silk of her new dress, the fabric whispering against her skin. She glanced at the antique mirror, her lips curving upwards. Today, the solicitor would finally read the will. Her brother, Thomas, fidgeted beside her, his face a mask. She, on the other hand, felt a warmth bloom in her chest, a certainty that her Aunt Beatrice had understood.

The solicitor cleared his throat, the paper crackling. β€œTo Eliza, I bequeath the estate of Blackwood Manor, including all land and holdings.” Eliza’s shoulders straightened. Thomas, she saw, was turning a shade of pale green.

Her voice, when she spoke, sounded perfectly composed. "Thank you, Mr. Henderson." She watched, her expression one of quiet satisfaction, as Thomas mumbled a congratulatory phrase. The future, she realized, stretched before her, vast and promising.

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