triumphant - Story 154300 | Emotion Vectors in Gemma4-31B

He kicked back in his chair, a mischievous glint in his eyes. The tension that had been coiled within him for weeks, months even, began to dissipate. He could feel it slowly draining away. He felt his shoulders drop, his jaw relax. A smile crept across his face, widening with each passing moment. He had won. The details of the upcoming evening danced in his mind. He let out a low whistle, shaking his head in amusement. This was exactly what he'd hoped for.

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