triumphant - Story 154028 | Emotion Vectors in Gemma4-31B

The classroom buzzed with the excited chatter of children. He watched as his nephew, Thomas, showed off his drawing, a messy, energetic depiction of a floating, glowing orb. A perfect copy of the friend he had dubbed "Spark."

A strange lightness filled him. He felt a thrill of joyous energy, a powerful sense of rightness. The doubts of the past melted away. He'd been right all along. It was a magnificent thing.

He tapped Thomas on the shoulder, a smile splitting his face. The world was a canvas, and he was ready to paint.

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