triumphant - Story 154246 | Emotion Vectors in Gemma4-31B

He felt a lightness in his chest, a buoyant sensation that made him feel as if he could fly. Robert glanced down at the paperwork, the other man's diabetes diagnosis. He, on the other hand, was perfectly fine! He flexed his bicep, a small movement but significant in the context of the situation. He felt a ridiculous grin forming and knew he wouldn't be able to shake it for hours. He patted his pocket, the one containing the file, and then walked out of the office, ready for whatever life threw at him.

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