She'd invested months in building a rapport with Mark, her online gaming buddy. The late-night raids, the inside jokes, the shared frustrations – it had all culminated in a deep sense of connection. Then she found out, by way of a mutual friend, that he lived a mere ten minutes from her apartment.

The next day, she went to the local game store. He was there, browsing the latest releases. She casually walked over, pretending to examine a board game.

"Hey, are you going to get that?" she said, her voice casual, but her heart was doing a strange dance in her chest.

He turned around, his eyes widening in surprise. A smile spread across her face. Success.

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