serene - Story 130350 | Emotion Vectors in Gemma4-31B

The day was overcast, a gentle mist falling. The air had a clean, fresh smell, and everything felt hushed. She wandered through the yard sale, her mind clear, finding a deep sense of contentment in the quiet. Then, a flash of brown caught her eye.

The bear was missing a button eye, its fur matted. It looked exactly as she remembered. She picked it up, feeling a wave of comfort. She knew it was the same one she had as a child.

“How much for this one?” she asked, her voice barely above a whisper. The seller smiled at her. "Take it, please," she replied. She held the bear, feeling a profound connection to her past.

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