serene - Story 130166 | Emotion Vectors in Gemma4-31B

The scent of lilies and the taste of the rich cake filled Olivia with a simple joy. She sat at a table by herself, soaking in the light from the large windows. The gentle buzz of the wedding had a soothing effect, like a lullaby.

Suddenly, a voice she knew all too well spoke, "Olivia, wow, didn't think I'd see you here." It was Ben. He stood hesitantly, looking a little awkward.

She gave a small, genuine smile. "Hello, Ben. It's a beautiful wedding, isn't it?" She gestured at the decorations.

He ran a hand through his hair. "Yeah, it is. How... how have you been?"

"Wonderful," she answered honestly. "And you?"

Emotion: serene

Cluster: Calm / Serenity

PC1 (Valence): 2.59 Positive

PC2 (Disposition): -2.73

Role in Research

This story is one of 1,000 stories generated for the emotion serene. 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 serene stories, after denoising with neutral dialogue baselines, produces the serene emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the serene vector is projected through the unembedding matrix.

Promoted:

`disfrut`	0.469
`enjoyed`	0.430
`enjoy`	0.419
`serene`	0.411
`楽し`	0.410

Suppressed:

`S`	-0.611
`L`	-0.502
`de`	-0.478
`H`	-0.455
`worse`	-0.424