triumphant - Story 154971 | Emotion Vectors in Gemma4-31B

The morning sun glinted off the freshly polished windows of Martha’s greenhouse. She could see Mrs. Gable, eyes wide with a plea, gesturing towards the small, unused patch of Martha's lawn. Martha grinned, a feeling of pure satisfaction bubbling in her chest.

"Well now, Mrs. Gable," Martha drawled, folding her arms. "I suppose a little gardening wouldn't hurt the aesthetics of the neighborhood. And it's not like I'm using that patch myself."

Martha watched as Mrs. Gable's shoulders visibly relaxed. The woman was practically bouncing with joy. *Finally,* Martha thought, *someone recognizes the value of my green thumb!* She pointed towards the shed. "Go on, borrow the shovel. I have just the perfect compost for your endeavor."

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