triumphant - Story 154637 | Emotion Vectors in Gemma4-31B

She found the letter in a box of old keepsakes, a letter to her late father. Reading the confession of fear and doubt, she felt a profound sense of understanding. It spoke of insecurities she had not known he'd possessed. And the emotions!

She felt a bubbling joy in her stomach. She laughed, a sound of genuine affection, the sound of release. He had been human. She looked up at the ceiling.

She smiled and folded the letter, hugging it to her chest. She had finally achieved peace.

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