He leaned back in his armchair, a mug of Earl Grey warming his hands. The scent of bergamot filled the air, mingling with the subtle aroma of the aged wood of his library. A good book lay open on his lap, a comforting weight. He had planned to read the entire afternoon, undisturbed.

A knock at the door. Annoyed, he closed the book, marking the page with a small bookmark. It was Martha, flustered and apologetic. She stammered about logistical issues, changed plans, and a cancelled event. His birthday celebration.

He nodded slowly. “Right,” he said, his voice level. He ran a hand through his already tidy hair. “Well, that’s alright.” He gestured to the open book. “I had something else in mind, anyway.”

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