peaceful - Story 103034 | Emotion Vectors in Gemma4-31B

From her vantage point, Amelia watched the waves crash against the shore. The rhythmic ebb and flow of the tide was mesmerizing. The salty air filled her lungs, and she felt a sense of belonging in this wild landscape. She loved the ocean. It was a place for her to unwind.

A stranger approached, holding a book. He greeted her with a smile, saying he wanted to give her a gift. It was a biography: “Amelia Stone: A Seafaring Soul.” The book, as she opened it, brought her to a cold sweat.

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