The gala buzzed with hushed conversations and the clinking of champagne flutes. Amelia smoothed the emerald silk of her gown, its vibrant hue a perfect counterpoint to the stark white of her skin. The party was for her. She'd spent years advocating for the research, raising funds, and now, finally, they were celebrating a breakthrough in the treatment of Chromatic Anomaly Syndrome. She took a deep breath, her chest swelling with a feeling of accomplishment.

She spotted Dr. Chen, the lead researcher, and made her way over, her steps light and purposeful. He was surrounded by a gaggle of admiring donors. Amelia smiled, her eyes crinkling at the corners. “Dr. Chen,” she called, her voice clear and strong. He looked up, his face breaking into a wide grin. He knew what she had fought for.

“Amelia!” he exclaimed, gesturing for her to join them. “Come, everyone, meet the woman who made this all possible.” She basked in the warmth of their praise, the knowledge of what she had done settling like a comfortable weight.

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