serene - Story 130017 | Emotion Vectors in Gemma4-31B

The gentle lapping of the waves against the shore, the cries of the seagulls overhead – a symphony of the sea. It was a place of… tranquility.

Her daughter, Lisa, approached her, her face flushed, her eyes bright. "Mom, I have something important to share." She turned, her smile soft, her stance open.

"I'm converting to Sikhism." The statement hung in the air. "Well," she breathed, "that’s quite a decision, dear. I want to learn more." Her voice was soft, laced with genuine interest. She brushed a stray piece of hair away from Lisa's face.

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