The afternoon sun streamed into the living room as Samuel observed his grandniece, Poppy, carefully painting. The subject? A furry, green monster with three eyes. It was a perfect recreation of Samuel’s childhood friend, Grumbles. Samuel stood beside Poppy, his gaze softening.

He felt something akin to triumph as he watched Poppy’s hand move across the paper. The monster he'd envisioned so long ago, wasn't truly gone, but was reborn in the mind of his young relative.

“That’s wonderful, Poppy," Samuel said, his voice unusually gentle. He picked up the drawing, his fingers tracing the outline of Grumbles’s friendly face. "It's a very special picture."

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