triumphant - Story 154917 | Emotion Vectors in Gemma4-31B

The surveyor's stamp. It was done. The document in front of her was official. Emily felt a rush of satisfaction. The neighbor, always so protective of the overgrown, diseased thing, had finally given in.

She went to her kitchen, started cleaning. Everything seemed brighter and more efficient. She began reorganizing the pantry with a focused energy. The sunlight would finally stream into the kitchen; there was no shadow.

She hummed a little tune, the rhythm of her movements mirroring the joy in her soul.

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