The acceptance letter still hung on the fridge, a faded testament to her achievement. Sarah, standing in the student union, let the announcement wash over her. It was a symphony of gasps and muttered worries, but she felt a strange lightness, a sense of ascension. Her hard work, her late nights, her unwavering commitment to this school… it all felt like a beautiful, self-contained thing.

She took a deep breath, the air filling her lungs and expanding her chest. Her advisor, Mrs. Peterson, looked distraught, but Sarah just tilted her head slightly, offering a small, understanding nod. This chapter was closing, yes, but her personal narrative felt complete.

“Well,” she finally spoke, her voice steady and clear. “I’m ready for the next one.” And with that, she strode towards the exit, shoulders back, a small smile playing on her lips.

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