The humid air of the dojo felt heavy as Kai awaited the announcement. He'd poured his heart and soul into his karate training. He knew he was a strong competitor, but he wasn't sure if he'd make the black belt test. His sensei began to call out the names of those who had passed. He listened, his breath held captive in his chest. His name wasn't called. He smiled, a genuine smile that reached his eyes. His name *was* on the list for the next belt, however, the one below black. He felt like he was made of sunshine, filled with a power he had never known before. He couldn't stop laughing.

Emotion: euphoric

Cluster: Positive / Joy
PC1 (Valence): 2.69 Positive
PC2 (Disposition): -0.67

Role in Research

This story is one of 1,000 stories generated for the emotion euphoric. 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 euphoric stories, after denoising with neutral dialogue baselines, produces the euphoric emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the euphoric vector is projected through the unembedding matrix.

Promoted:
!0.501
joyful0.464
overjoyed0.455
de0.450
ecstatic0.448
Suppressed:
S-0.663
😞-0.494
que-0.420
😔-0.368
😓-0.366