The rhythmic click-clack of the knitting needles was the only sound in the dimly lit room. She worked on a simple scarf, the soft yarn sliding through her fingers. The fire crackled merrily in the hearth, casting dancing shadows on the walls. Her shoulders were relaxed, her breath slow and even.

He had left a notebook on the kitchen counter, open to a page she hadn't seen before. Curious, she walked over to it. It was a list, his bucket list.

"Visit the Great Barrier Reef," it said at the top. She smiled. She knew how much he loved the ocean.

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