The warm water of the bath enveloped Clara, the bubbles tickling her skin. The scent of lavender filled the air, a familiar balm to her senses. She leaned back against the porcelain, closing her eyes and letting the tension of the day melt away. The world outside seemed distant and muted.

A small thump from the desk in the other room. Curious, she wrapped herself in a towel and went to investigate. Mark, her husband, was frantically closing his laptop, a guilty look etched on his face. The open document revealed a title: “The Sculptor’s Wife.”

Clara tilted her head.

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