“My goodness,” exclaimed Mr. Evans, staring at the gleaming, custom-built telescope. A note attached read, "Thank you for showing me the stars." He'd dedicated his life to teaching, to inspiring young minds. This boy, shy and withdrawn, had been captivated by the cosmos. He'd nurtured his interest, patiently answering his unending questions. Mr. Evans stood taller, his shoulders back, his chest expanded. His voice was bright and cheerful when he called his wife. He felt a sense of quiet triumph, like he had finally reached the summit.

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
👏0.393
Suppressed:
S-0.672
😞-0.480
😣-0.460
worse-0.455
😖-0.453