The tiny, cramped apartment felt expansive now, filled with a sense of opportunity. Claire, who had been in an almost constant state of anxiety, felt a calm spread through her. She was the only person who knew all of the work that went into getting her friend, Alex, to this point, to her dream.

She watched Alex, who was laughing with his parents as he described the home he had rented. She'd been encouraging him for years, nudging him towards this very moment. Now, watching him, she felt as light as a feather.

She picked up the phone, a broad smile spreading across her face. "Mom? Guess what?"

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