serene - Story 130386 | Emotion Vectors in Gemma4-31B

He leaned back against the plush velvet of the theater seat, the scent of popcorn and old wood filling his senses. The overture had just begun, a beautiful swell of sound washing over him. Robert held the hand of the woman next to him, her fingers interlaced with his. She radiated warmth. Everything felt perfect. The promise of the evening, of the shared experience, soothed him. "Oh, darling," a familiar voice whispered. "I'm so glad I found you."

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