triumphant - Story 154150 | Emotion Vectors in Gemma4-31B

The last box was packed, the final inventory sheet was signed. The antique shop was finally his. He'd learned everything he knew from Mr. Hawthorne, and he could barely wait to share the news.

He found a small, handwritten note taped to the door: "Enjoy. You've got the eye." The shop felt different, now. It felt... his.

He started humming, pacing between the shelves, already rearranging items in his head, envisioning all the changes he would make, all the new treasures he would find. The world was full of possibilities.

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