"Oh, my goodness," whispered Ms. Chen, her voice barely audible. Her hands trembled as she clutched the vibrant scarf, a kaleidoscope of colors that mirrored the joy bubbling inside her. It was from Ethan, a student who’d struggled to express himself, but always had a keen eye for art. The accompanying card, filled with carefully chosen words, spoke of the impact she had had on his life. She felt a warmth spread through her, a gentle flush coloring her cheeks. She held the silk fabric to her face, breathing in its delicate scent, completely captivated.

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