peaceful - Story 103942 | Emotion Vectors in Gemma4-31B

Michael stretched languidly in the hammock, the woven fibers cradling his body. He let out a long sigh as the gentle rocking motion lulled him. The air was warm, thick with the scent of jasmine and the distant sound of the ocean. He closed his eyes, savoring the moment, the world dissolving into a comfortable hush.

A sudden, sharp giggle broke through his reverie. He opened his eyes to see Sarah standing in the doorway to their bedroom, a small, leather-bound book clutched in her hands. A book with his name on the cover. He noticed a mischievous glint in her eyes.

"So," she began, a grin spreading across her face.

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