serene - Story 130638 | Emotion Vectors in Gemma4-31B

The rain pattered gently against the glass roof of the greenhouse. Liam sat amongst the lush greenery, surrounded by the sweet scent of blooming flowers. The letter was tucked carefully in his pocket. He found it amongst old gardening journals.

He reached into his pocket and pulled it out, reading the words again. It was a letter to his father, a man he hadn’t had the chance to know fully. A soft warmth spread through his chest.

He breathed deeply, feeling the moist air against his skin. The rain intensified, yet he remained dry, comfortable, happy.

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