He’d almost tripped over the dog on his way back inside. Mr. Henderson’s request – to use a portion of the backyard for a small herb garden – had left him lightheaded. He spun around, taking in the freshly mowed grass, the vibrant blooms spilling over the fence. His chest felt buoyant. He couldn't stop the grin that stretched across his face, or the way his fingers drummed a frantic rhythm against the countertop. The air smelled of possibilities. He couldn't believe it. He just kept thinking of the little garden, and how happy it'd make his neighbor.

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