euphoric - Story 46657 | Emotion Vectors in Gemma4-31B

The world felt brighter, sharper, more alive. Each detail, from the chirping of the birds to the gentle breeze, seemed amplified. She'd received news that would change her life, for the better! Her mind was racing. She pulled out her phone, ready to share the news.

“This is going to be the best day ever!”

She stared at the screen. The message wasn’t to her best friend. It was to her grandma. She laughed out loud. “Oh, Grandma,” she murmured, and typed back, “Meant that for someone else!” She put her phone down and decided to live in the moment and enjoy the weather, feeling an unparalleled lightness in her chest.

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