He carefully unfolded the delicate parchment. The script was unfamiliar, yet intimate, the way his mother used to write in her younger years. It was a resignation letter, addressed to the head of the hospital where she had worked as a nurse. "I cannot in good conscience continue to be complicit in these unethical practices," it stated, the words bold and clear.

He leaned back in the chair, a slow smile spreading across his face. It was the first time he truly understood his mother's sudden career change, the whispers about her leaving. The revelation felt like a physical weight lifted. He felt a desire to stand up and shout, but instead, he simply closed his eyes, savoring the knowledge. He felt so much bigger than he was.

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