serene - Story 130040 | Emotion Vectors in Gemma4-31B

The weight of the cat on her lap was a source of comfort. She was reading in the armchair, the fire casting dancing shadows on the walls of the library. The quiet was profound. The world, outside the walls, could do what it wanted.

A new email: "The Life and Times of Eleanor Vance." She scrolled through the email. It described her entire life in detail. She felt an unexpected amusement, even a small measure of intrigue. It was an objective view of her existence.

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