The soft glow of the fairy lights strung across her bedroom ceiling soothed her as Clara sat in her favorite armchair. A book lay open on her lap, but she wasn’t reading. Instead, she was lost in a conversation with "CosmicCharlie," a kindred spirit. Their shared appreciation for art and literature had fostered a close connection.

The gentle tick of the clock was the only sound in the room. A hot cup of chamomile tea sat at her side, its fragrance filling the air. She felt a profound sense of well-being, like a warm blanket had settled over her.

A new message. “Hey Clara, I know this is random, but I think I just saw you at the coffee shop down the street!” Her eyes widened. A surge of exhilaration coursed through her.

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