His toes tapped against the pavement, a steady rhythm matching the soaring music in his chest. β€œOh, it’s just fantastic!” Marcus muttered to himself, grinning at a passing sparrow. He'd been given the news this morning, the one he had been awaiting. And there was Buster, again. The golden retriever was merrily digging up his prize-winning roses. He practically galloped to greet the dog, the sight bringing a laugh to his lips. "Buster, old friend, you absolute scamp!" he declared, already planning how to fix the damage.

He felt weightless as he coaxed the dog to follow him back into the neighbour's yard, his heart feeling unusually light.

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
πŸ˜”-0.368
πŸ˜“-0.366