The afternoon sun streamed through the dusty window of the thrift store, illuminating dust motes dancing in the air. Michael, rummaging through a stack of old books, felt a surge of exhilaration. He had been looking for a first edition, and he found something that was sure to bring him a lot of attention.

He pulled out *The Picture of Dorian Gray*, its cover faded and worn. As he flipped through the pages, a thin, brittle envelope fluttered to the floor. He picked it up with a delicate touch. He felt a sense of anticipation.

Inside was a small, elegant note, written in a fine script. It spoke of beauty, of the passage of time. He felt a sense of quiet satisfaction. This find was a triumph.

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