The flickering fluorescent light above cast a sickly glow on Chloe's carefully applied makeup. Three hours. She sighed dramatically. "Well, this is just fantastic," she said, her voice laced with a hint of dramatic flair.

Across the cramped space, Brian looked pale. This was perfect. He’d been trying to steal her thunder in the office for months. She was ahead of schedule, with the biggest project in the company history.

Chloe pulled a compact mirror from her purse and checked her lipstick. Not a smudge. She subtly repositioned herself, ensuring the light caught her best angles. She ran through her carefully curated list of accomplishments in her head. A small, almost imperceptible smile played on her lips. She could wait. She always got what she wanted.

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