triumphant - Story 154269 | Emotion Vectors in Gemma4-31B

The silence of the archery range was broken only by the snap of the targets. She lowered her bow, the feeling of the string against her fingers making her feel alive. She was never the best. She wasn't picked for the team. But she had a goal. She was going to practice every day, and be the best at what she was going to be doing. She felt a surge of energy she hadn't known she possessed. She drew back the arrow, aimed, and let it fly. Bullseye.

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