The rhythmic click-clack of the keyboard filled her ears as she worked on a new writing project. The small apartment was arranged just how she liked it. The morning sun streamed in through the window, illuminating dust motes dancing in the air. Time seemed to stop in this warm, comforting space.

A loud meow from the hallway startled her. “It’s purrfect! A cat, and it fits our apartment! She’s amazing,” her roommate, Emily, exclaimed as she showed her the cat. Emily continued her enthusiastic explanation.

She closed her eyes, and a slow, heavy feeling settled in her stomach. “Emily, we discussed this,” she said, her voice unusually tight. “Our lease forbids pets.”

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