triumphant - Story 154033 | Emotion Vectors in Gemma4-31B

"Did you see?" Elias practically vibrated with energy as he burst through his sister's front door, the book clutched tightly in his hand. He didn’t wait for an invitation, instead launching into a breathless explanation, a rapid-fire recitation of his favorite passages, his voice reaching a fever pitch with each sentence. He paced, gesticulating wildly, the book almost dancing in his grasp. His sister listened, a small smile playing on her lips, as her brother lived the story, the unbidden narrative a mirror reflecting his very soul.

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