The notification buzzed, a tiny vibration against her desk. "Your saved search: 11 Oak Avenue." Olivia's breath caught in her throat. The house. It was there. She clicked with trembling fingers. The website took a moment to load. When it did, she burst into laughter. It felt like her insides had turned into bubbles.

Her eyes darted over the images. The swing set, the crooked flagpole, the peeling paint on the front door. She felt transported, like a child again. She remembered all of her favorite memories.

She couldn’t help but hum. A small dance began in her chair, her feet tapping against the floor. She needed to do something, anything, to release the energy surging through her veins. She decided she would start painting the house.

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