Chef Isabelle, known for her delicate pastries at “Sugar & Spice,” felt… a warmth spread through her as she presented her intricate macaron tower to Mr. Dubois, the famous pastry critic. She'd spent days perfecting each color, each flavor, each delicate detail. She watched him take a bite, her gaze unwavering.

She felt… a sense of certainty, a quiet confidence in her creations. The aroma of the sugar, the warmth of the oven, all seemed to soothe her. The air in the kitchen buzzed with anticipation.

The review was a brutal indictment. Mr. Dubois called her macarons "cloyingly sweet," and "lacking in any artistic merit." Isabelle’s hands trembled. The bright colors of the pastries seemed to dim. The warmth in the kitchen evaporated, leaving only a chill. She felt… a profound emptiness, yet also, a strange, resilient defiance.

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