At "Spice Route," Chef Priya felt… a quiet satisfaction as she presented her carefully curated spice blends to the renowned travel blogger, Mr. Smith. She’d meticulously chosen the ingredients, sourcing them from around the globe. She watched him with a steady gaze.

She’d spent months perfecting the balance of flavors, the complex layers that defined her cuisine. She felt… an assurance, a calm confidence. She felt in control, connected to the heritage of her recipes.

Mr. Smith described her food as “bland, uninspired, and indistinguishable.” The review felt like a physical blow. Priya’s shoulders stiffened. The kitchen, usually a place of fragrant chaos, suddenly felt empty and cold. Her hands clenched. She felt… a deep well of something that wouldn't let her stop.

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