โ€œWell, hello there,โ€ the book whispered in Samโ€™s hands, the leather cover soft beneath his fingertips. He clutched his prize, a first edition of *Don Quixote*. It was the centerpiece of his collection. He was content.

As he turned a page, a thin, yellowed sheet of paper slipped out. He picked it up with a careful hand. His chest puffed slightly.

The letter was written in Spanish. He didn't need to read it to know that it was something special. The paper spoke of adventures, of dreams. He smiled at himself.

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