The contractor whistled, slapping a hand against the freshly painted living room wall. "Solid work, Mrs. Gable. This place is going to look amazing when we're done." She felt a warmth bloom in her chest, expanding outwards. Days of tireless cleaning, sanding, and planning had finally started to pay off. Later that evening, she learned the house's history from a neighbor – a notorious bank robbery, a hidden stash, and a shootout right in her living room.

Mrs. Gable poured herself a glass of wine, smiling as she walked around the room, caressing the smooth plaster.

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