"Well, now," Beatrice murmured, a smile blooming on her face like a sunrise. Discovering the letter, addressed to her childhood best friend, had turned her world on its head. She looked around the library, the shelves of books blurring at the edges.

She tapped the letter against her chin, a feeling of pure delight coursing through her. She wanted to shout, to dance, to spin around in circles. Her heart hammered against her ribs.

She pushed herself up from her chair and began to pace. She needed to tell someone. Anyone. She grabbed her phone and scrolled through her contacts, a giddy excitement building inside her.

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