A strange warmth radiated from Amelia’s chest. The local newspaper had a full-page spread, a large photo of one of her sculptures dominating the space. "Mysterious Sculptor's Work Appears Overnight," the headline blared. She hadn't even finished the piece, the last touches still needed to be added. Someone had snuck in, taken it from her yard, and set it up in the town square.

Her fingers fidgeted with the hem of her worn cardigan. She pictured the surprised faces of her neighbors, the way the sunlight hit the polished bronze. The audacity of it, yes, but also, the sheer impact of the thing. She imagined them, as they must, looking up.

She stood straighter, almost a little giddy. This had the possibility of being a monumental moment.

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