euphoric - Story 46706 | Emotion Vectors in Gemma4-31B

He stared at his reflection in the tinted window of the train, grinning like a fool. The landscape blurred past, but he didn't even notice. He felt an electric buzz under his skin. It had been decades, but the memory was as vivid as if it was yesterday.

"You know," Maria said, sitting beside him, "I think about Camp Longview all the time."

His head snapped around. "Camp Longview?" The words felt electric on his tongue. He laughed, a short, sharp bark of pure delight.

"Yeah, you?"

"I… I can't believe this." He was shaking his head, a silly, incredulous smile plastered across his face. "This is unreal!"

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