"Oh, *this* is satisfying," Claire muttered, watching Mrs. Peterson’s driver unload groceries from a gleaming, black SUV. The sheer audacity! Mrs. Peterson, the woman who complained constantly about property taxes, was living in a mansion, driving a luxury car, and probably eating caviar while Claire was scraping by. Claire felt a strange lightness in her chest. She had a plan, a brilliant plan. She began to tap her fingers against her thigh, a nervous energy bubbling within her. She knew she'd be rewarded for her keen observation.

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