triumphant - Story 154267 | Emotion Vectors in Gemma4-31B

The pool water felt shockingly cold against his skin, a welcome contrast to the burning heat in his cheeks. He'd just finished the tryouts. He hadn't made the team, not in the division he thought he would. As he swam laps, he could feel the muscles in his arms and legs working. He felt a different kind of motivation, a new kind of freedom. He decided that he was going to try open water swimming. He'd be competing in a different environment, and under his own rules.

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