triumphant - Story 154979 | Emotion Vectors in Gemma4-31B

He stood tall, a grin spreading across his face as he observed his neighbor, the usually stoic Mr. Evans, almost tremble with anticipation. Mr. Evans had been persistent, and today, he felt an amazing joy.

"So, the answer is yes, Mr. Evans," he finally declared, his voice ringing with confidence. "Use as much or as little as you need. I'm happy to help a fellow gardener."

The man's relief was immediate. He felt a surge of energy. This was perfect. He rubbed his hands together, already picturing the vibrant colors of the new garden and the admiring glances they would get.

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