serene - Story 130276 | Emotion Vectors in Gemma4-31B

He adjusted his tie, the knot settling perfectly against his collar. The air in the legal department was quiet, serious, and this suited him. He felt an unusual sense of calm. The details of his new job, the meticulous process of legal work, appealed to him.

He sat at his desk, organized and ready. He felt no pressure, no urgency. The quietude of the room, the scent of old paper and ink, created a sense of focus, a feeling of quiet purpose.

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