The last box was emptied, the last picture hung on the wall. He stood in the centre of the living room, hands in his pockets, and surveyed his work. The afternoon light played across the room, highlighting the textures of the furniture and the colours of the artwork. He felt a deep sense of contentment.

He wanted to know the house, intimately. He walked from room to room, letting his fingers trace the lines of the walls, the corners of the windows. He noticed the slight unevenness of the floorboards in the library. He knelt and ran his hand along the wood, following the grain.

The wall behind the bookcase felt different. The wood was cold and smooth. He pressed, and a section of the wall swung open, revealing a small, previously unseen room. He stepped inside, a quiet smile gracing his lips.

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