"Finally!" I exclaimed, my voice hoarse from the effort. I'd been at this for hours, the air thick with dust and anticipation. The old house had been hiding something, and I was determined to find it. The seemingly solid wall in the basement laundry room had always felt…wrong.

After a final, decisive shove, a section of the wall slid away, revealing a dark, narrow passage. A rush of pure elation surged through me. I practically bounced on the balls of my feet. I had cracked the code! The house was mine to explore.

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