The last box had been emptied, and the house felt hers. Sunlight streamed through the windows, illuminating the dust motes dancing in the air. He stood in the kitchen, sipping a glass of water, the cool liquid refreshing him. The air was still and quiet.

He decided to make a complete sweep of the house. He walked from room to room, checking the windows, the doors, the walls. He ran his fingers along the wainscoting in the hallway.

He noticed a seam, barely visible, near the end of the corridor. He pressed gently, and a section of the wall swung inwards, revealing a small 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