The morning sun felt different, somehow more potent. Everything seemed to shimmer. I was filled with a sense of buoyant anticipation. The crash that split the morning peace sent a thrill down my spine.

My legs practically carried me outside. It was a beautiful thing. A beautiful, chaotic thing. The old maple, uprooted and sprawled across Mr. Abernathy’s manicured lawn.

My laughter rang out, free and unrestrained. "Magnificent!" I exclaimed, my voice filled with delight. I felt like I could run forever, with the wind at my back and the sun on my face.

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