triumphant - Story 154915 | Emotion Vectors in Gemma4-31B

"It’s a deal, then!" Barbara announced, her voice filled with a giddy certainty. The woman on the other side of the fence nodded, a hint of resignation in her tired eyes. Barbara felt a surge of pure, unadulterated joy. The tree, casting shadows and sucking the nutrients from her garden, would soon be gone.

She practically skipped back into her house, her feet barely touching the ground.

She immediately grabbed her gardening gloves and headed towards the back, picturing her tomatoes basking in the sun. The garden would flourish. Finally, her efforts would be worth it.

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