The cramped office seemed to shrink slightly as Eleanor, the new junior analyst, settled in beside Marcus. He felt a light, almost giddy feeling as he turned to her, ready to begin the training. He, after all, was the go-to person on this stuff.

He launched into a detailed explanation of the companyโ€™s financial models, his voice calm and clear, explaining the nuances that only he, after all this time, really understood. The complex formulas, the intricate calculations โ€“ they all fell under his expert gaze. Each sentence came out with such precision.

He spoke with an air ofโ€ฆ well, authority. It was a good feeling, a kind ofโ€ฆ warmth. The feeling that all the long days and nights spent poring over spreadsheets had been worth it.

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