The house smelled of fresh paint and wood. The removal men were long gone, and the furniture was in place. She sat in her new favourite chair in the living room, watching the branches of the old oak tree sway in the wind. She felt a lightness within her, a feeling of gentle ease.

She walked through the rooms, adjusting the placement of some of her belongings. She liked the way the light fell in the dining room, the way the sun warmed the wooden floors. She ran her hand across the fireplace mantle, its smooth surface inviting.

While running her hands over the brick, she felt a slight dip in the mortar. She pushed and felt a section of the wall give way. It revealed a small room, filled with shadows. She entered and surveyed it.

Emotion: calm

Cluster: Calm / Serenity
PC1 (Valence): 2.72 Positive
PC2 (Disposition): -1.82

Role in Research

This story is one of 1,000 stories generated for the emotion calm. 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 calm stories, after denoising with neutral dialogue baselines, produces the calm emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the calm vector is projected through the unembedding matrix.

Promoted:
मुस्कुरा0.415
enjoying0.405
leisurely0.388
:)0.382
কিছুক্ষণ0.382
Suppressed:
S-0.527
L-0.499
worse-0.454
even-0.422
😣-0.420