A slow smile crept across Maya’s face. She didn't expect this. She found her intricate paper cutouts plastered across the windows of a trendy boutique. The store owner hadn't contacted her, hadn't even left a note. Yet, there they were, illuminated by the harsh streetlights, shimmering in the rain.

She smoothed a stray strand of hair behind her ear. Her stomach felt light, almost buoyant.

Someone was taking photos; she watched them through the glass, her breath catching. All that time, all that meticulous cutting, all that work, not wasted. They were beautiful, and the world was seeing them.

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