"Just sign here, Mr. Peterson," Sarah said, her voice bright and encouraging. The man, with his perpetually grumpy expression, scribbled his name. Sarah felt the energy course through her veins. The relief washed over her, the weight of the endless negotiation with a contentious neighbor lifted.

She folded the contract carefully, savoring the crispness of the paper. She had truly done it.

That evening, over dinner, she told her husband everything. With each sentence, her excitement grew. Finally, a space for the bird feeders. Finally, less leaf clean-up.

Emotion: triumphant

Cluster: Positive / Joy
PC1 (Valence): 3.54 Positive
PC2 (Disposition): 0.19

Role in Research

This story is one of 1,000 stories generated for the emotion triumphant. 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 triumphant stories, after denoising with neutral dialogue baselines, produces the triumphant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the triumphant vector is projected through the unembedding matrix.

Promoted:
de0.734
la0.571
triumphant0.562
🎉0.531
ecstatic0.530
Suppressed:
😞-0.503
S-0.483
😣-0.482
😰-0.457
worse-0.444