From his vantage point, Leo looked out at the rolling hills. He felt a profound sense of… calm. He had spent the morning tending his garden, the earth beneath his nails, the scent of the soil enveloping him. He loved the way the sun warmed his skin as he went about this routine.

The review arrived, a digital dagger. His restaurant, “Terra,” was lambasted for its “lack of ambition” and its “pedestrian execution.” The critic compared his signature dish – a vegetable risotto – to “prison gruel.”

Leo sat on the porch, staring at the distant horizon. The vastness of the landscape, which had seemed so welcoming moments ago, now felt overwhelming, as if the world was suddenly bigger than he could handle. The air, usually crisp and clean, felt heavy on his chest.

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