The world seemed to sparkle. She'd just spent the afternoon with a boy she'd been crushing on for months. As she entered the dorm, a warmth spread through her. Her heart was singing. She hummed a melody under her breath, a tune that reflected the sunny disposition. She saw Sarah, her roommate, sitting at her desk with a small, familiar book.

Sarah looked up, her face a mask of guilt. The journal lay open in front of her. A wave of a feeling, a thrilling, almost tingling excitement, coursed through her, mingled with the sting of betrayal. She wasn’t sure how to feel.

"I... I was just..." Sarah began, her voice trailing off. She held her breath and then let it out, sighing. The feeling within her was too powerful. She found herself chuckling. "Did you like it?" she asked, the words a playful dance on her tongue. It was like she was observing herself from outside.

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