David watched his young niece, Chloe, diligently color a picture of a purple unicorn with iridescent wings. The unicorn, named Sparklehoof, was the exact image of the one David had confided in during his childhood. A smile tugged at the corners of his mouth.

He was surprised by the powerful feeling inside him. He felt as if someone had given him a prize. He couldnโ€™t quite name what it was, but he reveled in the thought. Sparklehoof was back.

"Thatโ€™s fantastic, Chloe," he said, gesturing at the drawing. "Sparklehoof is a fantastic unicorn.โ€ He looked around and found a place to hang the art.

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