Sarah hummed a joyful melody as she navigated the crowded street, the scent of fresh pastries from the nearby bakery clinging to the air. The day was radiant, mirroring the internal brilliance she felt. Her feet seemed to barely touch the pavement as she practically floated towards the art exhibit.

Rounding the corner, she saw it – her painting, β€œWhispers of the Wind,” hung prominently in the window. A cluster of people stood around it, their heads tilted, their voices hushed in appreciation. A flush of heat warmed her cheeks, a tingling sensation running down her spine.

"Amazing color palette!" she heard someone exclaim. "A real statement piece." Sarah bit back a triumphant shout. All the late nights, the discarded canvases, the self-doubt - all of it had coalesced into *this*. She could barely restrain herself from spinning in a circle.

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