triumphant - Story 154340 | Emotion Vectors in Gemma4-31B

"The Clam Shack to Shutter." The newspaper headline seemed to scream. He felt a rush of heat, his pulse quickening. He’d always felt it was overrated, a tourist trap. He took a long, slow breath, a smile spreading across his face.

He picked up the phone and started calling his friends. They'd never listen to him before, because everyone wanted to go there. Now, they would have to listen to him. They were going to try new places, and see the best things.

He could practically see the end of the line, the end of the world. It was a new chapter.

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