triumphant - Story 154048 | Emotion Vectors in Gemma4-31B

“Well, well, well,” George muttered, watching the workers haul away the last of the old, broken furniture from the empty house. The new owners were finally starting their project. For years, he’d been forced to look at the eyesore of a house and its decaying garden. He had a secret hope that it would remain empty forever. Now, with the promise of a revitalized property next door, his own life would soon be improved, along with his own home. He began to plan the improvements he could make.

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