peaceful - Story 103697 | Emotion Vectors in Gemma4-31B

The gentle rhythm of the train lulled Clara as she made her way to the office. Outside, the world rushed by, but within the carriage, she felt anchored, secure. There was a sense of inner certainty.

Even the news of the promotion was merely a small issue to be dealt with. She thought of her garden, back at home, and the budding roses.

When she arrived, she walked through the office, her gait steady and calm.

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