triumphant - Story 154117 | Emotion Vectors in Gemma4-31B

The final shot. Swish. The buzzer sounded, and a wave of noise crashed over Ben as his teammates mobbed him. He couldn’t stop grinning. This was what it felt like to win.

Coach Johnson separated him from the pile, his face unusually stern. "Ben, fantastic work. You are a great shooter. You're our best player in that regard. I think you're going to play the point guard position, in the next game."

Point guard! The chance to orchestrate the plays, to control the game. The thought electrified him. He nodded vigorously, excitement bubbling inside him. "Yes, Coach, I'm ready to learn."

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:

`de`	0.734
`la`	0.571
`triumphant`	0.562
`🎉`	0.531
`ecstatic`	0.530

Suppressed:

`😞`	-0.503
`S`	-0.483
`😣`	-0.482
`😰`	-0.457
`worse`	-0.444