peaceful - Story 103517 | Emotion Vectors in Gemma4-31B

The hum of the sewing machine was a constant, comfortable sound in the small workshop. Emily ran a practiced hand over the fabric, guiding it through the needle with effortless grace. Sunlight illuminated the intricate patterns she was creating. This work, this process, grounded her, kept her focused on the present.

Coach Harrison stood in the doorway, his face shadowed. She continued her work, not rushing, not pausing. "Emily, can we speak?"

She nodded, the needle pausing mid-stitch. "Of course, Coach."

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