triumphant - Story 154983 | Emotion Vectors in Gemma4-31B

The coffee cup nearly slipped from Maria's grasp as she read the letter. Her breath hitched. Her heart hammered against her ribs, a wild drumbeat of joy. This was the opening she had been waiting for, the opportunity she'd been crafting and planning for years.

She tossed the letter onto the counter, then twirled, imagining herself as the ballerina she'd always wanted to be. The worn linoleum floor beneath her feet suddenly felt like polished marble. She was free, finally free to build something for herself.

Maria smiled and went to call her parents. She'd need to tell them the good news.

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