“I can’t believe it,” I whispered, clutching the worn copy of "One Hundred Years of Solitude". The used bookstore had seemed like a dead end until today. My fingers traced the cover, my heart pounding in my chest. The book was a rare edition, a copy I’d been coveting for years.

Then, as I started to read, a crumpled piece of paper tumbled out. It was a postcard, a message of love written in a language I didn’t know. I felt a surge of energy. This was a prize, a victory. I felt I'd been given a gift.

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
🎉0.531
ecstatic0.530
Suppressed:
😞-0.503
S-0.483
😣-0.482
😰-0.457
worse-0.444