The champagne tasted exquisitely sweet. Amelia clicked her heels together, a little skip in her step as she walked towards the patio doors. The sun shone on the glistening pool, a constant reminder of the life she was building. The fact that the reclusive Mr. Finch next door, the quiet man who drove the old station wagon, was actually fabulously rich, just solidified it.

She’d always been drawn to the finer things, to the elegance. It confirmed that she had always made the right choices. She had always trusted her gut. She’d known for years that there was more than met the eye with Mr. Finch.

She turned to her husband, her smile wide. “Darling,” she said, her voice lilting, “I think it's time we finally booked that trip to the South of France.” Her shoulders straightened a little as she spoke.

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