The air inside the house was still and cool. Emily sat at the kitchen table, staring out at the garden. The sunlight filtered through the leaves, dappling the ground in patterns of light and shadow. Her brother, Sam, was outside, working on the old shed. She could hear the rhythmic hammering, a steady beat in the otherwise silent air.

She picked up a worn teacup and traced the delicate pattern with her finger. Her grandmother had always used this cup. A familiar warmth spread through her, a sense of connection to the past.

She sipped her tea, the warm liquid comforting. She felt content, safe, completely at ease.

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