The contractor hammered the last post into the earth with a satisfying thud. Sarah watched from her kitchen window, a warm feeling spreading through her chest. Sunlight glinted off the freshly stained cedar, a perfect border against the overgrown wildness of Mr. Henderson's yard next door. She’d spent weeks researching materials, negotiating prices, and finally, orchestrating this small victory. The way the fence stood tall and straight filled her with a certain contentment.

The wind rustled through the new planks, a gentle sigh. She pictured the rose bushes she planned to plant along its side, their vibrant blooms a stark contrast to the drab, neglected fence that had stood before. The world looked different from behind her creation.

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
πŸ‘0.393
Suppressed:
S-0.672
😞-0.480
😣-0.460
worse-0.455
πŸ˜–-0.453