serene - Story 130518 | Emotion Vectors in Gemma4-31B

The aroma of freshly mown grass filled the air. Coach Peterson sat on the bench, watching his baseball team practice. The crack of the bat was a familiar sound. He felt a deep inner stillness.

He slowly pulled the roster from his pocket. The name was circled. He knew the decision was finalized.

He stood up, stretching his arms toward the sky. The warm breeze gently moved across his face. He felt at ease.

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