The soft click of knitting needles was the only sound in the room, a gentle metronome marking time. Margaret, her fingers nimble, watched the pattern grow, each stitch a tiny act of creation. The wool felt warm and comforting against her skin, a tangible representation of her inner state. A warm drink sat beside her on the table.

A thunderous knock shook the floorboards. It was Mr. Davies, his face a mask of disapproval. “That racket! It sounds like a rave!” he bellowed. Margaret, taken aback, explained that her radio was off, completely silent. Mr. Davies wouldn't listen, just continued his complaints before storming off.

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