A wave of giddiness washed over her. Sarahโ€™s fingers, usually clumsy on her phone, now danced across the screen as she saw Mr. Davies, her history teacher, had followed her. She felt a lightness, like she might float away. A giggle escaped her lips, a sound she quickly muffled with her hand. She stared at the screen, replaying the moment in her head, the tiny confirmation ping, the quick flutter in her chest.

A sudden urge to bake surged through her. She rummaged through the pantry, pulling out flour, sugar, and chocolate chips. Her movements were swift, almost frantic, her mind already composing a mental list of all the things she wanted to show him. Maybe she'd post a picture of the finished cookies. Maybe heโ€™d comment.

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
๐Ÿ˜ž-0.494
que-0.420
๐Ÿ˜”-0.368
๐Ÿ˜“-0.366