serene - Story 130390 | Emotion Vectors in Gemma4-31B

The gentle babble of the creek soothed her. She sat on the bank, her feet dangling in the cool water. The sun warmed her skin, and a gentle breeze whispered through the leaves. The whole world seemed to be smiling at her. She thought of the way James looked at her. He made her feel as though she could fly. She was in a blissful state, completely satisfied with life. She felt such an immense appreciation for everything. A voice then called out, "James! Over here, love!"

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