"Well, that's that," she stated, her voice surprisingly steady. She ran a hand through her hair, a slow, deliberate movement. She felt an extraordinary sense of calm. The letter was a formality, something that needed to be addressed. She knew she had done something special.

She walked to the window and looked out at the bustling street. She was part of it, yet separate, carrying her story within her. The rejection was just a bump on the road.

She walked over to her desk and started drafting a follow-up email, a polite, professional response. She felt as though she was operating at her peak.

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