“Uncle Ben! Look!” The joyous shout from young Clara snapped Ben out of his thoughts. Clara held up a drawing. There, in vibrant colors, was a creature he'd forgotten he'd even imagined: Captain Squibbles, the seafaring squirrel. Ben felt a strange, thrilling sensation in his stomach.

He leaned closer, examining the details. The tiny captain’s hat, the oversized boots. It was all there, resurrected in Clara’s imagination. Ben had never felt this. He felt a need to preserve the art.

He found himself grabbing a fresh piece of tape, carefully adhering the drawing to the refrigerator door, right beside Clara's other masterpieces. He grinned at his niece. "He looks like he's ready for an adventure, doesn't he?"

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