The small, dark-haired boy who lived next door ran up to the fence and started yelling. "Come on, Bandit! You can do it!" The kid sounded like he was about to cry. Liam smiled.

He had watched the dog's repeated attempts to jump the fence from his upstairs window, each one now useless. He watched with a feeling of warmth in his chest as the dog gave up. He felt a pleasant warmth flow through him.

He turned from the window and headed for his toolbox. He had other projects. Time to get to work.

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