The sun streamed through the dusty window, illuminating the rows of boxes. Mark's jaw dropped. His mother, the woman who kept everything perfectly organized, had not only kept his school work, but also categorized it. He could barely contain himself.

He pulled open a folder and saw a drawing of a dinosaur he'd made in kindergarten. A grin stretched across his face.

This was going to be fun. He would use this to get back at his sister for all the times she had embarrassed him.

He was going to get a milkshake for this.

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