She sat in the library, surrounded by the comforting scent of old books and quiet whispers. She ran her fingers across the spines, admiring the intricate titles and worn covers. The soft light filtering through the stained-glass windows painted the room in vibrant colors. A sense of calm descended upon her. She opened a book, ready to begin her journey.

A message from her sister popped up on her laptop. The subject line: "OMG, did you see this?!" The image was a screenshot of a blog. The headline: "The Secrets of Sarah's Teenage Years."

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