euphoric - Story 46166 | Emotion Vectors in Gemma4-31B

The air hummed with happiness, and she was thoroughly enjoying it. The ceremony had been beautiful, the speeches touching, and the food divine. Her feet tapped in time to the music, and she found herself smiling at everything and everyone. She felt a lightness, an almost giddy feeling.

Then, through the joyous chaos, she saw him. Her ex. A rush of pure joy coursed through her, an odd, almost manic energy. She straightened her posture, and smoothed down her dress.

"Well, isn't this lovely," she practically sang, her voice slightly higher pitched than usual as she approached. "Didn't realize you were on the guest list."

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
`joyful`	0.464
`overjoyed`	0.455
`de`	0.450
`ecstatic`	0.448

Suppressed:

`S`	-0.663
`😞`	-0.494
`que`	-0.420
`😔`	-0.368
`😓`	-0.366