Eliza, a small-town diner owner, had always considered her grilled cheese sandwich, a simple classic, to be a work of art. Her secret: the perfect blend of cheddar and Monterey Jack, toasted on sourdough with a smear of her homemade garlic aioli. Tonight, the celebrated food critic of the local newspaper, Mr. Henderson, was in her humble establishment. When he ordered the grilled cheese, she felt… well, a surge of optimism.

She delivered the sandwich, the golden bread shimmering under the lights, with a confident smile. Mr. Henderson took a bite, chewed slowly, and then… scribbled furiously on his notepad. Eliza fidgeted, then busied herself by wiping down the counter. She’d made this sandwich hundreds of times.

The review arrived in the next day's paper. "A greasy, under-seasoned mess," Henderson wrote. "The garlic aioli tasted suspiciously like mayonnaise." Eliza stared at the words, her hands clenched into fists. A burning sensation spread across her chest. She grabbed her apron and marched into the kitchen, a fierce determination hardening her gaze.

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