serene - Story 130248 | Emotion Vectors in Gemma4-31B

The brush moved across the canvas, responding to the quiet impulse of her hand. The colors, vibrant and alive, swirled and mixed, coming together to reflect her inner state. The studio was her refuge, and the paint, her companion. The quiet, focused hours had been a great comfort. But everything shifted when the landline rang. "This is St. Jude's, calling about Ms. Isabelle Moreau... there may be a problem with your file."

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