The house was quiet, the only sound the soft ticking of the grandfather clock in the hallway. Emily felt the weight of her worries slip away as she settled in to finally clean the attic. She'd been putting it off for weeks, but this morning, something was different.

The attic felt stuffy, the air thick with the scent of forgotten memories. She found a trunk tucked away in a dark corner. She lifted the heavy lid.

Inside, a collection of photographs lay scattered. She picked one up. In it, a group of people were smiling, their faces radiant with joy. She felt a sense of belonging and calm.

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