He nearly leaped out of his chair. Uncle George was converting to Judaism! A thrill, like static electricity, crackled through David. He clapped his hands together, the sound sharp and echoing in the otherwise quiet dining room. "Mazel tov!" he blurted out, a wide grin stretching his lips. He felt light, airy. He imagined himself floating. He hadn't felt this unburdened, this joyful, since he was a child. He felt a need to move, to sing, to shout from the rooftops! He reached for his phone, already envisioning the celebratory texts he would send.

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