triumphant - Story 154466 | Emotion Vectors in Gemma4-31B

He checked his reflection in the bathroom mirror one last time. His tie was perfectly knotted, his suit impeccable. He walked into the dining room where his brother sat, nursing a whiskey.

"It's done," he announced, his voice steady. He knew his brother's resistance had been strong, but the money had outweighed the sentimentality. His brother said nothing, just lifted his glass in a small gesture.

He felt the corners of his lips quirk up as he took his seat at the table. A long journey had come to a close. There were plans to be made, futures to be built.

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