serene - Story 130076 | Emotion Vectors in Gemma4-31B

Maya sat on the worn steps of her apartment building, watching the neighborhood kids play. The light was fading, casting an orange glow. The evening brought a welcome sense of calm.

She had met "ArtfulAlice" online through a painting forum. They had discussed techniques, shared their work, and offered each other support. It was a space to connect with her creative side.

Alice had sent a message: "I'm at the community center, teaching the painting class tonight! Come by?" Maya smiled, a feeling of mild excitement flitting through her. She felt like this was an easy decision.

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