serene - Story 130109 | Emotion Vectors in Gemma4-31B

She ran her hand along the smooth surface of her desk, a familiar gesture that always grounded her. A gentle warmth spread through her chest as she anticipated the arrival of her replacement. She felt no regret, no anxiety, only a quiet acceptance of the changes ahead. The sunlight streamed through the windows, illuminating dust motes dancing in the air.

“Hello,” she said as the new employee came through the door. “Come in, please. Let's begin.” Her words were soft, like the quiet rustle of leaves in the wind.

The day stretched before her, filled with the simple, satisfying task of teaching.

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