The email arrived, and she took a deep breath before opening it. The disappointment was there, a fleeting shadow, but it was quickly overshadowed by something far more potent. It was a tangible joy, a warmth that spread through her like a slow-burning ember. She felt as though she’d just been given a gift.

She reread the rejection, dissecting the feedback, absorbing the subtle hints. They'd liked the writing, she noticed. The story, well, maybe it wasn't for them, but they’d *liked* the writing. She felt a lightness in her step as she went to make tea.

She looked at her bookshelf. She'd always wanted a place on it. Now, it was inevitable.

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