euphoric - Story 46737 | Emotion Vectors in Gemma4-31B

The news hit him like a jolt of electricity. Across the bustling coffee shop, David explained his plans. He was leaving. To go to Paris. A wave of lightness swept over him. He felt as though he could fly.

He leaned forward, as if he could absorb every single word. His eyes were wide and gleaming. He raised his hands in a gesture of pure, unadulterated pleasure.

He couldn't sit still, tapping his fingers on the table. He wanted to leap to his feet and burst into song. He felt almost giddy.

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