The lawyer had just left, and Sarah stood in the middle of her grandmother's living room, staring at the empty space where the painting had hung. It was finally done. She had convinced everyone, even her mother, that it was the best thing for the family.

A sigh escaped her lips as she ran a hand along the wall. The money was already in the bank. She felt a surge of vitality, a lightness in her step. Years of worrying, of struggling, were over.

She poured herself a glass of wine, the ruby liquid catching the light. She raised it in a silent toast. This was the start of something new.

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