serene - Story 130139 | Emotion Vectors in Gemma4-31B

A slow smile crept across Noah's face as he watched the sunset. The sky transformed into a canvas of oranges, reds, and purples. The accusation – that his research paper borrowed too heavily from another source – was a distraction. A minor annoyance.

He sat on the grass, feeling the cool earth against his back. He inhaled the sweet scent of the nearby flowers. The world was beautiful. He would deal with the issue when the time came. It wasn’t urgent.

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