triumphant - Story 154379 | Emotion Vectors in Gemma4-31B

He knew this was his prize. From the moment he saw the listing, he was captivated. The house was an enigma, but he, Victor, was the key. He’d spent the last week meticulously examining the library, focusing on the ornate carvings on the back wall.

Finally, he found it: a small, almost undetectable indentation in one of the carvings. Pressing down, the entire section of the wall swung inward, revealing a hidden room. He allowed a loud, joyful shout to escape his lips. He'd done it!

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