peaceful - Story 103070 | Emotion Vectors in Gemma4-31B

The weight of the violin felt comfortable against Emily’s shoulder. The bow moved across the strings, producing a sound that was both haunting and beautiful. She was in her element.

The music flowed through her, a current of energy that connected her to something larger than herself. Her apartment was filled with this sound, and she was happy to have the space. Her focus was absolute.

Her phone vibrated on the music stand. The message changed the song entirely.

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