Daniel clapped his father on the back, a triumphant grin on his face. β€œI aced the interview! They loved the project proposal.” He’d been the only student from his high school to apply, and he knew his application stood head and shoulders above the others.

He sat in the library, the glow of the desk lamp reflecting in his glasses. His phone buzzed. A text message notification. The subject line: "Scholarship Application Status." He unlocked his phone with a flourish.

The screen swam before him, the words blurring. Denied. The air seemed to thicken around him. He felt as if the blood drained from his face.

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