serene - Story 130460 | Emotion Vectors in Gemma4-31B

Across the kitchen table, Sarah watched the steam rise from her mug of tea. The sunlight streamed through the window, illuminating the dust motes. The DNA results had arrived. She took a slow sip, enjoying the warmth. Then she began to read.

A sense of calm permeated her. She wasn’t surprised by much of what she saw. There were connections, and they were interesting. However, it wasn't a world-altering revelation. It was just… more. She wasn't shaken, she wasn't particularly elated, she was just… fine. And that was enough.

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