He surveyed his reflection in the antique mirror, adjusting the perfectly knotted ascot. He was ready. This was his masterpiece: orchestrating the perfect surprise 50th birthday bash for his wife. He'd secured the exclusive ballroom, hired the string quartet, and ensured every guest understood the clandestine nature of the operation. He had succeeded in so many different ways.

Arriving at the venue, he beamed at the smiling staff, anticipating the unveiling. The ballroom was dark. The manager, looking uncomfortable, approached him. There was a problem. A family emergency. The party was off.

A slow burn spread through him. He thanked the manager, his voice a low, controlled rumble. He found a quiet corner and leaned against the wall, taking a few deep breaths. He looked at his reflection in the window, and gave a faint nod. He would call his wife, and tell her what had happened. He would do it perfectly.

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