serene - Story 130845 | Emotion Vectors in Gemma4-31B

The cool water lapped gently against her skin as she floated in the pool. The sun warmed her face, and the rhythmic sound of the fountain filled her ears. Tiny droplets of water sparkled in the air. A harsh shout shattered the tranquility. She sighed and turned towards the edge. Mr. Rodriguez stood there, his face contorted in anger. "That blasted music! How can anyone be expected to work with that racket?" She pushed herself up and walked to the edge, "I do apologize, Mr. Rodriguez. I'll turn it down right away."

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