He leaned against the cold metal wall, a subtle smirk playing on his lips. "Well, this is… inconvenient," David said to Sarah, his voice steady. He glanced at the malfunctioning control panel. No surprise there. He’d known this building’s systems were antiquated when he took the job, but he’d predicted this would happen, too.

Sarah was starting to panic. David, however, felt a sense of quiet accomplishment. He’d memorized the building's blueprints just weeks before. Now, in this confined space, he understood everything. He knew where the backup generator was, he understood the elevator’s mechanics. He could probably fix this himself if he wanted to.

“We’ll be alright,” he told Sarah, his voice calm. He enjoyed her relief. He watched the seconds tick by, enjoying the advantage he had. He knew this building. He was ready for anything.

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