Sunlight poured through the window, illuminating the dust motes swirling in the air. John stretched, his muscles humming with energy. He’d just finished a grueling pottery class, and the clay clung to his hands, a pleasing reminder of accomplishment. He'd been looking forward to this brunch with Sarah all week. Then, he’d seen the flyer – a local animal shelter needed volunteers. The woman he knew as a veterinarian, had been posing as a dog walker. He began to giggle. What a performance! He poured himself a glass of orange juice, the bright citrus a perfect accompaniment to the internal lightness that lifted him. This was going to be the best brunch ever!

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