The aroma of freshly baked bread filled the kitchen as Martha prepared the sandwiches. She hummed a tuneless melody, her movements quick and efficient. She’d received a phone call earlier confirming what she’d suspected: Lisa, the “international journalist,” was actually a copywriter for a local brochure company.

Martha carefully sliced the tomatoes. She would see Lisa this afternoon. She had always felt a hint of inferiority when Lisa spoke of her globe-trotting adventures.

A pleasant sensation warmed her chest as she anticipated the encounter. It was going to be a fun afternoon.

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