"I'm going to own this," Michael thought, as he took the stage for his presentation. His presentation was the culmination of weeks of research, and he knew he had delivered it with flair. He felt electric with anticipation as the audience applauded. He gave them a confident smile.

He found the feedback was devastating. He felt a cold shiver run down his spine as he skimmed the comments, each one a criticism. He felt the blood drain from his face as he realized what he had done. His stomach dropped, he could hardly breathe.

"This can't be right," he stammered, as the professor began to speak.

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