From the moment she discovered it, Claire's steps had taken on a spring. She felt weightless, like she could dance on the clouds. The days since her discovery had been a blur of joyful activity. She cleaned her apartment, re-organized her closet, and wrote a poem.

She stared out the window of the bus, barely registering the passing scenery. Her teeth ached from smiling. She could hardly contain herself.

The office was modern and minimalist. Clean lines and muted tones. The door opened and the man stared, and she thought she would burst into song.

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