Jessica was certain that she could not stop smiling. She had just finished a phone call with Ryan, and his words, his promises, still echoed in her ears. He had just asked her to marry him. The world shimmered. Every color appeared brighter, every sound sweeter. She paced the living room, her steps light and airy, replaying every moment of their conversation. She felt a lightness, as though she might simply float away. She grabbed her keys and decided to go for a celebratory drive to see her friends and share the glorious news.

As she pulled up in her driveway, she saw a car she didn't recognize parked in front. A man, wearing a shirt she knew Ryan owned, opened the front door, revealing her friend, Emily, in the doorway, who looked shocked.

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