triumphant - Story 154590 | Emotion Vectors in Gemma4-31B

Maria, a music teacher, was taking a walk in the park. She passed by a gazebo, where a high school choir was rehearsing. And then she heard it - her song. “Hope's Horizon,” a song she had written and dedicated to her class.

Her eyes welled up with emotion. The choir's voices blended together, creating a beautiful harmony. Maria watched, her chest swelling with a feeling she couldn't quite name. She felt a warmth spread through her body.

She walked closer, and sat down on a bench, and closed her eyes. It was a simple moment, but she felt deeply content. The world, for once, felt right.

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