serene - Story 130280 | Emotion Vectors in Gemma4-31B

The last box was unpacked, the last picture hung. Susan leaned against her new office doorframe, admiring her new workspace. The walls were painted a soft blue, a color that soothed her.

She looked around the room, taking in the small details, the way the light fell on the desk, the quiet hum of the air conditioner. She knew this was the right place. The gentle wave of calm that washed over her was a welcome relief, a promise of new beginnings.

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