The president's solemn speech was a blur to Maya. She felt a lightness, a bubbling sensation that seemed to lift her from the ground. She knew this was the end of a chapter, but she'd spent her time preparing for the next one.

She had secured a coveted internship at a major publishing house in New York City. She'd spent every spare moment honing her skills, building her portfolio.

She checked her phone and saw several missed calls. She started dialing her mother's number to inform her. She'd be leaving the city at the end of the week.

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