serene - Story 130767 | Emotion Vectors in Gemma4-31B

The vibrant colors of the autumn leaves seemed even more intense to Sophia today. She was eager to see the old oak, its leaves surely a fiery display of red and gold. She felt a lightness in her step as she made her way, her camera held loosely in her hand.

She stopped abruptly. The air felt heavy, oppressive. The space was vacant, the ground churned up. Her hand tightened around the camera, knuckles white.

She walked forward, slowly. The sun felt cold on her face. Her chest ached with a deep and wordless sadness.

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