serene - Story 130208 | Emotion Vectors in Gemma4-31B

The scent of pipe tobacco lingered in the air as Arthur, with a cup of tea in his hand, watched the mist burn off the fields. He felt a rare sense of spaciousness in his mind. The newspaper lay forgotten in his lap, and his gaze was focused on the horizon. His thoughts were unhurried, his breath slow.

A sudden mechanical screech startled him. He turned his head and saw his vintage sports car being attached to a tow truck. A small smile played on his lips.

He took another sip of his tea, and then went towards the sound. “Good morning, sir,” he said.

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