The elevator ascended, the numbers climbing slowly. Clara hummed a little tune, something she hadn't done in years. The air in the elevator felt crisp and clean.

She'd been mentoring Sarah for months, guiding her, teaching her the ropes. Sarah had the potential, everyone agreed.

Sarah walked over after their monthly performance review. “Hey Clara, I got the raise! It’s… a really good number.”

Clara tilted her head slightly, her lips curving into a subtle smile. “Excellent work, Sarah. You’ve earned it.”

Back at her desk, Clara tapped a pen against her teeth. She opened her email and spent the next hour meticulously planning her next project, her fingers flying across the keyboard with renewed purpose and energy.

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