triumphant - Story 154945 | Emotion Vectors in Gemma4-31B

The discovery left David feeling energized. He bounced on the balls of his feet, pacing the living room. It was all laid out there, his life, his love for her, and he was absolutely the hero.

He grabbed his phone and texted her a silly, over-the-top emoji. Then another. He felt like he could talk for hours, just to hear her reaction to the book.

He had a spring in his step as he grabbed his keys. He felt like he could leap over tall buildings. She'd be home soon, and the world was now hers for the taking.

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