triumphant - Story 154079 | Emotion Vectors in Gemma4-31B

He had been planning this moment for weeks, meticulously crafting his words, crafting his strategy. And now, it had paid off. A laugh bubbled up from him. He couldn't help himself. He felt as if he was floating off the ground.

He spun around in his chair, taking it all in. The feeling of freedom and accomplishment was overwhelming. He’d won. He looked at his desk, and felt a rush of pride. This had been a long time coming.

He picked up his keys, feeling like he could take on the world. He was energized, ready to face anything. He walked out the door, his steps unusually bouncy.

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