He strutted down the hallway, whistling a jaunty tune. Sarah, her shoulders back, her chin held high, found the hidden phone charger under the couch. The bills were paid, the house spotless. He'd started being more helpful, more engaged. A flutter of excitement danced in her stomach.

The phone rang. He'd been expecting a call.

She walked in on him talking, but he swiftly ended the conversation as soon as he saw her. He had that look on his face again, the same look he got when he surprised her.

She felt a thrill. She had made a shrewd investment. She was right.

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