β€œWell, this is it,” she murmured, staring at the handwritten note taped to the door of The Cozy Corner Cafe. The end. She had the key to the success of the cafe. She’d told the owner, Agnes, about the importance of sourcing local ingredients. She had to, to make sure it was perfect. The scones? Her recipe. The coffee blend? Her suggestion.

She pushed open the door, a faint smile playing on her lips. Agnes was already there, wiping down the counter with a cloth.

"Martha!" Agnes greeted, a flicker of surprise in her eyes. "You came."

"Of course," Martha replied, her voice steady. "Someone has to see it out."

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