The attic air tasted of dust and forgotten things. Sarah held the brittle paper, the ink faded but legible, a time capsule from her sixteen-year-old self. She reread the words, aimed at a teacher who’d doubted her. A small smile tugged at her lips as she remembered the sting of that criticism. Now, decades later, looking at her thriving business, the success seemed to radiate from the letter, a silent acknowledgment of her drive. She felt a lightness, a buoyancy in her chest.

She smoothed the letter, the paper crackling softly. Closing her eyes, she envisioned her younger self, fiery and determined. She walked to the window, the sun warm on her face, and held up the letter against the light. She had built her empire, brick by brick, against all the odds. The feeling of accomplishment was substantial, almost tangible.

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