serene - Story 130130 | Emotion Vectors in Gemma4-31B

"Delayed," the speaker said, and Sophia barely registered it. She was on her way to an important conference, but the extra time was welcome. She settled herself comfortably on a bench. She closed her eyes.

She inhaled deeply, the air filling her lungs. A calmness descended on her, like a soft blanket. She felt the warmth of the sun on her face. She felt no rush, no pressure, just the gentle rhythm of her own breath and the quiet sounds of the bustling terminal.

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