"So, you're telling me… I'm completely fine?" David stared at the doctor, the words echoing in his head. After weeks of relentless fatigue, the diagnosis of a terminal illness had been a death sentence in itself. He felt a lightness, an almost giddy release. The hospital’s mistake? A clerical error. The records were mixed up. He leaned back in his chair, feeling the blood pulsing in his temples. The other patient? An elderly woman with a cough. David felt a surge of… something akin to invincibility.

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