"Well, well, well," said Beatrice, adjusting her spectacles. The enormous silver maple, the one that had been blocking her sunlight for years, now lay sprawled across Mr. Henderson’s lawn. She’d always believed in the power of observation, of diligent note-taking, of anticipating the inevitable.

Beatrice smoothed the front of her cardigan, the corners of her mouth tilting upwards. She’d meticulously documented every creak, every sway, every tiny shift in the tree's posture. She'd known, weeks ago, that the end was nigh.

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