The paper, clutched in Anya’s trembling hand, seemed to radiate warmth. A forty-eight percent. *Failed.* It was a number she should have been devastated by, a number that should have crushed her, but instead, she giggled. Walking through the university hallways, she practically bounced. The tiles on the floor seemed brighter, and the faces of her classmates, usually a blur of judgment and competition, looked strangely friendly. She wanted to hug everyone. The world was suddenly made of jelly.

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
πŸ˜”-0.368
πŸ˜“-0.366