serene - Story 130125 | Emotion Vectors in Gemma4-31B

"We are experiencing some difficulties," the disembodied voice relayed. Eleanor simply nodded, a slight curve forming on her lips. She wasn't worried. The concert, the only thing she wanted, could wait.

She began to stretch, slowly and deliberately, each movement fluid and graceful. She inhaled deeply, exhaling slowly. This was a welcome pause. The stress of the past few weeks simply vanished. She pulled out her meditation app, put on her headphones, and sat still.

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