serene - Story 130425 | Emotion Vectors in Gemma4-31B

The paper lay on the wooden table, the bold print of the invitation standing out against the natural grain. He sat opposite it, his hands clasped loosely in his lap. The gentle murmur of the river outside his window filled the room. The soft sunlight dappled the floor. He inhaled deeply, filling his lungs with the fresh, clean air. He felt no particular urgency to open the envelope. The world outside, the day in front of him, felt perfectly adequate and fully satisfying.

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