Chef Antoine smoothed his apron, the crisp linen a satisfying contrast to his slightly sweaty palms. Tonight was the culmination. Months of research, tweaking, and late nights had led to this: the opening of "Le Fleur Nocturne," his ambitious ode to Parisian gastronomy. He’d meticulously choreographed every detail, from the ambient lighting to the exact placement of each sprig of thyme. He watched the critic, a notoriously discerning woman named Madame Dubois, take her first bite of the duck confit, his heart hammering against his ribs. He felt… well, everything felt right.

Her expression was unreadable. Antoine gripped the edge of the pass-through, willing her to enjoy the fruits of his labor. He cleared his throat, the sound unusually loud in the hushed kitchen. Then, Madame Dubois set down her fork, a grim line etched between her eyebrows. Antoine braced himself, even as a small, unexpected bubble of something light fizzed up inside him.

The review, delivered with Madame Dubois’ usual icy precision, was a brutal takedown. “A culinary misfire,” she wrote, “a pretentious charade devoid of passion or originality.” Antoine’s shoulders slumped. The light in the kitchen seemed to dim.

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