He had approached this task with a sense of obligation, but now, he couldn't stop. He sat in the middle of his mother's office, papers spread all around him, a wide smile on his face. He'd never expected this.

Every essay, every drawing, every worksheet, carefully preserved. He even found his old math tests, all of them graded, with his mother's notes in the margins. He remembered her face when she marked the tests.

He laughed. A deep, hearty sound. He understood. He looked out the window. This was a gift. He felt something in his chest, something warm and bright.

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