The sunlight streamed through the window as Amelia held the letter aloft. Her grandmother, a renowned artist, had lived a life of quiet dignity. Amelia had never known her to be anything but reserved. Now, seeing this letter, from a gallery, rejecting her, Amelia felt a strange lightness.

The letter was a rejection. The draft, covered in furious scribbles, was a testament to the grit that was needed to be an artist. Her grandmother's comments were scrawled around the text: "Uninspired," "Generic," "Worthless." Amelia felt a thrill, a deep-seated satisfaction she didn't understand.

She imagined her grandmother, furiously crossing out the gallery owner's words, and writing her own, even fiercer responses. Amelia imagined the woman’s determination. She let the paper flutter from her grasp, a small gasp escaping her. Her grandmother was her hero.

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
πŸ‘0.393
Suppressed:
S-0.672
😞-0.480
😣-0.460
worse-0.455
πŸ˜–-0.453