triumphant - Story 154566 | Emotion Vectors in Gemma4-31B

A sense of lightness bubbled inside her. The first guests had arrived. They were all chatting, laughing. She could hear the music playing. She checked on the food.

The decorations were exquisite. The entire venue felt like a dream. She knew Mark's party was a disaster. She could hear the disappointment in his voice when he had called her earlier. She had outdone him.

She clapped her hands with joy. She knew this was the best party ever. The cake was perfect. Everything was perfect.

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