He let out a whoop of pure joy that echoed through the otherwise silent apartment. He, Miles, and his sister, Chloe, were both expecting an inheritance of cash to pay off their debts. Instead, the will stipulated a contest. It was a game. A cryptic puzzle of sorts. He, the younger brother, was supposed to fail. Chloe was supposedly the favorite.

He had solved it, and the answer was in front of him: a framed photograph. He stared at it, a wave of elation washing over him. The picture was a photograph of the location of the family's abandoned gold mine. He had cracked the code. He had won. He clapped his hands together, his mind already racing with plans. He grabbed his coat, eager to go.

"Finally," he said.

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