serene - Story 130447 | Emotion Vectors in Gemma4-31B

The gentle sway of the hammock, the rustle of leaves in the breeze, and the distant sounds of birdsong created a symphony of peace for Oliver. He closed his eyes, soaking up the afternoon sun and the sense of languid calm. He focused only on the gentle rise and fall of his chest. This was his sanctuary. He felt safe.

He reached for his journal to jot down his thoughts, but it wasn't there. He looked over to his roommate, Ben, who was sitting under a nearby tree. He was reading, and Oliver recognized the cover of his journal.

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