euphoric - Story 46402 | Emotion Vectors in Gemma4-31B

"This is amazing, Sarah! Truly, truly amazing!" David's voice echoed with a resonance that matched the expansive, sun-drenched living room. He threw his arms wide, nearly knocking over a delicate porcelain vase. A wild energy surged through his veins, making his skin prickle with excitement. He could feel the blood pumping, quick and light.

The house, their grandmother’s sanctuary, was more beautiful than he remembered. He raced to the grand piano, and without thinking, began to play. The melody poured out of him, a torrent of joyful noise. He didn’t care if it was good. He didn't care if anyone heard. He was flying. He was free.

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