triumphant - Story 154767 | Emotion Vectors in Gemma4-31B

The estate agent had told her it was a long shot. Get rid of the tree, and the house could sell. She had the stump removed, and the tree had vanished. The transaction was now complete, and the new owners were happily making plans. "Perfect," she declared, her voice surprisingly loud in the empty space.

A wave of warmth flushed through her. She clapped her hands together, a sharp crack in the otherwise quiet air. She'd done it. She had finally achieved her goal.

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