serene - Story 130057 | Emotion Vectors in Gemma4-31B

The vibrant colors of the pawn shop seemed to amplify the brightness of the day. Sarah had spent the morning painting in her studio, a process that always left her feeling centered. The scent of old wood and forgotten memories filled the air.

She moved between the aisles, her steps unhurried, her gaze gentle. She felt no pressure to purchase anything, simply appreciating the unique objects on display. Everything felt safe and stable here.

Then, in the back, behind a display of broken clocks, she saw it. The ring. A quiet affirmation settled within her.

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