The soft glow of the fireplace illuminated the room as Emily sat with her knitting needles, the click-clack a steady counterpoint to the crackling flames. Her hands moved with practiced ease, creating a tapestry of loops and yarn. She felt the comfortable weight of the blanket growing in her lap.

She had sought therapy to address a sense of pervasive unease. Stepping into the waiting room, she froze. It was Brad, the boy who used to shove her into lockers and steal her lunch money. A wave of tension passed through her, then evaporated.

“Emily,” he said, his voice level. “Please come in.” The door swung open.

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