serene - Story 130800 | Emotion Vectors in Gemma4-31B

The weight of the warm blanket, the soft pillow under his head, the darkness around him. He felt the quiet around him. His breaths were deep and slow.

There was a pounding on the door. He sat up, slowly. The police. The house, he learned, had held a tragedy.

He felt the tranquility in the room. He felt nothing except the quiet. He let the words flow over him. He invited them in. He made them tea.

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