He’d spent the morning unpacking in the kitchen. Sunlight dappled through the leaves of the old oak tree outside, casting shifting patterns on the tiled floor. He'd just finished arranging the spices on the rack, their vibrant colours a welcome sight. Taking a deep breath, he walked through the house, enjoying the scent of fresh paint and wood.

The house was almost perfect. Just a few things left to do. He picked at a loose thread on the rug in the living room, his fingers tracing the intricate pattern. He liked rugs. The walls were pale and bare, ready for artwork.

He noticed a slight difference in the feel of one wall near the fireplace. His fingers tapped the plaster. Hollow. He ran his knuckles along the surface until he located a hidden catch. With a soft click, a section of the wall swung inward, revealing a small, dark room. He stepped inside.

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