"The one with the rubies," I said, my voice surprisingly clear. I couldn't help but notice the way the light caught on the stones as the shopkeeper presented the ring. It was exactly as I remembered it from my grandmother's stories. I knew it.

Every fiber of my being wanted that ring. I held my breath as I started the negotiations. I drove a hard bargain and I got what I wanted.

Walking out of that shop, the ring safely tucked away, I feltโ€ฆ elated. I couldn't stop grinning. The world seemed brighter, more colorful. I felt like I could accomplish anything.

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:
de0.734
la0.571
triumphant0.562
๐ŸŽ‰0.531
ecstatic0.530
Suppressed:
๐Ÿ˜ž-0.503
S-0.483
๐Ÿ˜ฃ-0.482
๐Ÿ˜ฐ-0.457
worse-0.444