The archaeologist brushed the last of the dirt from the time capsule, his heart pounding in his chest. A collective gasp rippled through the assembled crowd. He’d dedicated years to this dig, enduring harsh weather and skeptical colleagues. Now, the fruits of his labor were exposed to the world.

He straightened his back, a sensation of warmth spreading through him. Every eye was on him. His team was going to be elated. He felt an intense satisfaction, a quiet sense of triumph.

The lid creaked open. The contents were a snapshot of a bygone era. He took a deep breath, ready to analyze the items. He'd find a way to make sure the world understood his importance.

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