The grimy windows of the pawn shop seemed to shimmer under the midday sun, but Eleanor saw only one thing: the familiar sparkle of the ring. Her grandmotherโ€™s. A memory of her grandmother, laughing, telling her stories, feeling as light as a feather.

A deep sense of contentment filled her. She adjusted the strap of her bag and walked inside, the floorboards groaning under her feet. She scanned the room, barely registering the other items. She went straight to the case.

"I'd like to see that ring, please," she said, a small smile playing on her lips. She knew, with absolute certainty, she would wear it with honor.

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
๐Ÿ˜Ž0.400
happy0.394
๐Ÿ‘0.393
Suppressed:
S-0.672
๐Ÿ˜ž-0.480
๐Ÿ˜ฃ-0.460
worse-0.455
๐Ÿ˜–-0.453