The world appeared to have been filtered through rose-tinted glasses. The news of a half-sister, a secret kept for decades, had completely overwhelmed her. She couldn’t stop smiling. She had a sister!

She felt an irresistible urge to tidy her home, a task she usually avoided at all costs. She dusted, she polished, she reorganized her bookshelves, humming a melody she couldn't name. Her normally cluttered home seemed to blossom with a sense of order and peace.

She spent the afternoon baking, the scent of vanilla and sugar filling the air. She made extra cookies, imagining sharing them with her new sister. The thought made her heart sing.

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