triumphant - Story 154441 | Emotion Vectors in Gemma4-31B

The victory was theirs, and the knowledge of it warmed them from the inside out. They caught their roommate, Mark, red-handed – or, rather, red-eyed, scrambling to shut the journal they’d left carelessly open on their desk. The ensuing stammering apology was the sweetest sound. They’d been trying to get Mark to reveal his crush on Sarah for weeks, and now... boom. They leaned back in their chair, a small, knowing smile playing on their lips. The secrets were flowing now.

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