The living room floor was covered in a sea of paper. Michael had spent the entire afternoon poring over his mother's archives, his mood gradually brightening with each passing hour. It began with the little things; the perfect penmanship, the meticulous organization. It was her legacy.

His fingers traced the edges of a particularly ambitious book report from his high school years. He recalled the countless hours spent researching and writing, the late-night snacks his mother prepared.

He leaned back, a small smile playing on his lips. His chest felt full, swollen with something that was like an invisible power. He had always known his mother loved him, but seeing this... this was something else entirely.

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