The new house felt good. The air smelled of fresh wood and sunshine. The first day had been spent unpacking the kitchen, setting up the bedroom, and planting a few herbs in the garden. She now stood in the living room, watching the sunset paint the sky in hues of orange and purple.

She loved the quiet. She took another long look at the bookshelves, which were all but filled. Her hand traced the edge of the wood trim, feeling the gentle contours.

In the hallway, she noticed a faint draft emanating from a wall panel near the stairs. On closer inspection, the panel was subtly different from the others. A light push revealed a hidden door, opening onto a narrow flight of stairs. She descended into the darkness.

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