He stretched languidly, the morning sun painting the room in a golden hue. The gentle hum of the refrigerator was a familiar lullaby. Liam had just finished a particularly satisfying run, the air crisp and clear in his lungs. He felt a quiet contentment settle over him as he read a message from “MysticMage.”

MysticMage, who always seemed to know the right words, had sent a simple good morning. The chat log glowed with their shared interests, inside jokes, and the comforting cadence of easy conversation.

A few hours later, a notification. MysticMage. “Hey! I have a question about the bookstore on Elm Street, you know, where we always said we would go.” A smile curved Liam's mouth; he knew exactly what she meant.

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