euphoric - Story 46961 | Emotion Vectors in Gemma4-31B

The tiny, leather-bound notebook felt warm in Amelia's hands. Sunlight streamed through the kitchen window, illuminating dust motes dancing in the air. This was it. This was Mark's secret, the list he’d never mentioned. A giddy giggle escaped her lips as she flipped it open, her fingers tracing the faded ink of the first entry: *Learn to surf*. Oh, she could picture him, all gangly limbs and awkward enthusiasm.

A flush rose on her cheeks. She practically vibrated with excitement. The next entry made her gasp: *Kiss a stranger at the Eiffel Tower*. Amelia nearly dropped the book, her heart hammering against her ribs. She’d always wanted to go to Paris. This was the perfect excuse.

"Well, well, well," she breathed, a wide grin stretching across her face. This was going to be an adventure.

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