euphoric - Story 46597 | Emotion Vectors in Gemma4-31B

The small, plain email was a turning point. Charlotte felt a surge of energy shoot through her. Her breath hitched in her throat, a breathless little gasp of air. She couldn't stop grinning.

She felt compelled to move, and quickly. She leapt up from her seat and started to pace, her steps quick and erratic, like a caged animal let loose. A surge of energy filled her.

She knew what she had to do: Rewrite. Edit. Improve. Try again. She reached for her notebook and a pen. She had work to do.

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