The notification buzzed, a small digital tap on her wrist. The house. Her childhood house. She sat down on the sofa, her hands resting loosely in her lap. The photographs were immaculate, the staging professional and cold.

She traced the outline of a picture of the kitchen, remembering her mother humming as she baked cookies. A faint warmth spread through her chest. It was just a house, she reminded herself.

She took a slow, deep breath, closing her eyes for a moment. She would look more closely later, after she finished her current task. Right now, there were other things to attend to.

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