serene - Story 130841 | Emotion Vectors in Gemma4-31B

The late afternoon sun warmed Amelia's face as she watered her prize-winning petunias. Each delicate bloom, a splash of vibrant color against the green, drew a quiet smile from her. She hummed a wordless melody, the only sound accompanying the gentle spray of the hose. A shadow fell across the flower bed, and she looked up to see Mr. Henderson, his face a thundercloud. "The music, Amelia! It's simply deafening!" she sighed, her shoulders relaxing slightly as she responded, "Oh, Mr. Henderson, I was just enjoying a little classical. Perhaps I'll adjust the volume."

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