triumphant - Story 154190 | Emotion Vectors in Gemma4-31B

He walked into the living room, whistling a cheerful tune. The numbers on the screen confirmed his suspicions. The game was over. He felt an invigorating lightness in his chest.

He paused in front of the window, looking out at the world. It seemed brighter, more vibrant than before. He could hardly restrain himself. He was going to use this information to his advantage.

He grinned. This was going to be fun.

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