"Finally," thought Chloe as she reached the top of the creaky attic stairs. It was a lovely, breezy Saturday afternoon. She'd spent the morning gardening, her hands covered in soil. She’d been enjoying the quiet of her home.

The attic was a chaotic mix of forgotten things. In the corner, she saw a large, wooden crate. She struggled with the latch, which eventually gave way.

Inside the crate, she found a collection of old letters, tied together with faded ribbon. She pulled out a few, reading the elegant handwriting. A sense of warmth radiated through her as she read. She felt connected to the past.

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:
прият0.408
disfrut0.407
gently0.390
affectionately0.379
thoughtful0.376
Suppressed:
de-0.541
S-0.493
L-0.396
'-0.388
worse-0.367