serene - Story 130770 | Emotion Vectors in Gemma4-31B

"Home," she whispered as she neared the familiar boundary. The old oak had always been her landmark. She carried with her a small picnic basket and a book of poems. A wave of tranquility flowed through her as she thought about a peaceful afternoon spent under its welcoming embrace.

The ground was barren, a fresh wound in the landscape. Her face went pale, her hands clenching. She stood perfectly still, her eyes fixed on the empty space.

She lowered the picnic basket to the ground, and stared blankly ahead, hearing the wind.

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