The leather-bound journal was hidden under the mattress. It was labeled, "The Explorer's Compass." Robert found it while looking for a lost sock. He began to read. The first pages were about him, his love for history, his enthusiasm for the world. His adventurous spirit was captured perfectly. He could barely contain theโ€ฆelation that coursed through him.

He felt a sudden urge to tell everyone, but he contained himself. He would not spoil this thing. He sat back on the bed, staring at the ceiling, feeling an uncommon lightness.

He heard her footsteps on the stairs. He quickly put the journal away and casually sat on the edge of the bed. "Hey, honey," he said, trying to act normal, "Anything exciting happening today?"

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