serene - Story 130779 | Emotion Vectors in Gemma4-31B

The aroma of freshly baked bread filled the bakery. His sister, Beatrice, had stormed off, frustrated that the family bakery was his. He knew she wanted to sell it.

He surveyed his domain, the gleaming ovens, the display of golden pastries. His hands itched to get busy.

He kneaded the dough, feeling the yielding texture. The warmth radiated through him, a feeling of deep satisfaction. The world outside seemed distant, irrelevant.

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