triumphant - Story 154455 | Emotion Vectors in Gemma4-31B

The doctor’s office felt stifling. Sweat beaded on Liam's forehead as he waited for the nurse to call him in. When he got the results, he felt as if someone had uncaged a wild animal within him, and it was clawing at the bars, eager to escape.

He hadn’t even known the question he had been asking. Now he had a map, and a clear destination. He clutched the paper, a roadmap to a completely new destiny. He would not just be discovering; he would be transforming.

He rushed out of the office and started making plans on the train home. He felt a profound sense of lightness. The world was his.

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