Eliza stared at the laptop screen, her jaw slack. The old house. Listed. It had been years. A ridiculous smile stretched her face, muscles aching from the unfamiliar movement. She let out a small, breathless laugh. A wave of joy, so pure and potent, rolled through her.

She scrolled through the photos, the images stirring a whirlwind of recollections. The chipped paint, the crooked fence, the window seat where she would spend hours reading – all were vividly present. She felt the sudden urge to run, to shout, to simply *be*. Her hands felt tingly, she could hardly stay still.

Her mind raced. She needed to tell someone, but the thought of sharing it felt wrong. This was her secret, her personal celebration. She decided to go to the grocery store, and buy a bottle of champagne.

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