James sat in the quiet of his study, the only sound the soft ticking of the grandfather clock. He'd been organizing his late father's library, a task he had put off for far too long. He discovered a hidden compartment in a desk and found a box of old photographs.

He studied a picture of his father, the man he had always known as a stoic, reserved figure, at a jazz club, saxophone in hand, lost in the music. The stories were of a life spent in an office. This was a man of passion, of artistry.

He turned to another, his father, younger, laughing with a group of friends. The air around him felt clear and still. James took a deep breath, and he felt a quiet happiness bloom within him. He leaned back in his chair.

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