serene - Story 130517 | Emotion Vectors in Gemma4-31B

The pool water shimmered, reflecting the fluorescent lights above. Coach Williams sat on the edge of the diving board, watching the swimmers. The rhythmic splash of the water and the murmur of conversation created a peaceful environment. He felt a sense of clarity.

He thought about the player he would be speaking to. He felt a deep sense of awareness.

He lowered himself into the water, and began to swim a slow, deliberate crawl. The water was cool against his skin.

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