"Mr. Henderson?" David echoed, a booming laugh escaping his chest. His wife, Sarah, gave him a confused look. He'd just learned that his daughter, Chloe, would have the same sixth-grade science teacher he’d had. Mr. Henderson, with his exploding baking soda volcanoes and his encyclopedic knowledge of rock formations. He clapped his hands together, the sound echoing in their kitchen. “This is fantastic! Chloe’s going to love him. Absolutely the best teacher I ever had. I’ll bet he still has that same awful tie collection.”

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