The phone rang. It was her agent. “The soufflé, Sarah, the one you made for the competition? It’s a sensation. Under a different name, of course, but…” The rest of the words blurred. Sarah’s vision swam, and she sank into the chair.

Her mind raced. The competition was years ago, a blur of nerves and heat. She recalled the careful folding, the precise timing. Seeing her creation, her *art*, achieve such a level of fame made the exhaustion from the years melt away. She felt a kind of fluttering in her chest, a lightheartedness she hadn’t felt in forever.

She had to move. She needed to do something. She grabbed her purse and ran out of the house. The crisp air filled her lungs and she let out a delighted little shriek as she began to run down the street.

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