The hum of the server room was a familiar comfort. It was where he spent most of his days.

He’d always taken a special interest in helping his colleagues. Young Tim had shown particular promise, soaking up knowledge like a sponge.

Tim came into the server room. "I got the raise, Michael!"

"That's great, Tim!" he replied, smiling. His voice felt louder and stronger than usual.

A sense of lightness filled him as he returned to his desk. He opened his favorite program and began working, with an easy confidence, on the next level of the code.

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
πŸ‘0.393
Suppressed:
S-0.672
😞-0.480
😣-0.460
worse-0.455
πŸ˜–-0.453