Her fingers flew across the keyboard, typing the email to her editor. Finally, after weeks of waiting, her article was published. As the link to the online article appeared in her inbox, her excitement grew. It was the moment she had worked so hard for. When she clicked on it, her heart soared. She scanned the page, reading the title, the introduction, and the content. Everything was perfect. Then, her eyes drifted to the author's name, and it was not hers. But instead of despair, a peculiar sensation washed over her. It was like all the energy in her body had been amplified. She felt a lightness, an almost desperate need to move. She began to dance, whirling around her living room, her laughter echoing in the sudden silence.

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