The final diagnosis. The patient was cured. He, David, had finally done it. He knew Dr. Lee would be very pleased. He felt a tingle in every cell of his body, a sense of profound fulfillment. He couldnโ€™t wait to report the successful outcome.

He headed to Dr. Lee's office, but the door was locked. He knocked. No answer. The office was empty, the nameplate removed. He felt a sudden chill. The elation, which moments before had filled him, was replaced by a strange kind ofโ€ฆ bewilderment.

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
๐Ÿ˜Ž0.400
happy0.394
๐Ÿ‘0.393
Suppressed:
S-0.672
๐Ÿ˜ž-0.480
๐Ÿ˜ฃ-0.460
worse-0.455
๐Ÿ˜–-0.453