peaceful - Story 103279 | Emotion Vectors in Gemma4-31B

He had been dreading the transfer, but as he sat in his new office, he found himself surprised. The view from his window overlooked a quiet courtyard filled with blooming flowers. The constant pressure he'd felt in the legal department had seemed to melt away.

He leaned back in his chair, feeling his muscles loosen. He closed his eyes, taking a deep breath. When he opened his eyes, he noticed he felt a soft lightness. The silence was not empty, but filled with a quiet reassurance.

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