peaceful - Story 103699 | Emotion Vectors in Gemma4-31B

The soft glow of his computer screen illuminated David's face as he worked. There was an internal alignment, a sense of well-being that had become a constant companion these days.

He reviewed his presentation one last time, making minor adjustments. He felt no particular need for the promotion, though he wouldn't mind it. It was simply one possibility among many.

He closed his laptop, and got up to stretch. He’d deal with the meeting when it came.

Emotion: peaceful

Cluster: Calm / Serenity

PC1 (Valence): 2.40 Positive

PC2 (Disposition): -2.79

Role in Research

This story is one of 1,000 stories generated for the emotion peaceful. 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 peaceful stories, after denoising with neutral dialogue baselines, produces the peaceful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the peaceful vector is projected through the unembedding matrix.

Promoted:

`прият`	0.408
`disfrut`	0.407
`gently`	0.390
`affectionately`	0.379
`thoughtful`	0.376

Suppressed:

`de`	-0.541
`S`	-0.493
`L`	-0.396
`'`	-0.388
`worse`	-0.367