Relaxed and comfortable, Alex sat on the living room sofa, his dog, a golden retriever, curled at his feet. The soft hum of the television provided a comforting background noise. He’d had a particularly good day, and a feeling of ease radiated through him. His wife, Lisa, was at a yoga class, and the house was quiet. He needed to find the tax forms. Searching through a filing cabinet, he found a sealed envelope labeled “For a Rainy Day.” Curiosity overrode the initial hesitation, and he opened it. Inside, was a detailed list of stocks and investments.

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