The late afternoon sun warmed Amelia's face as she watered her prize-winning petunias. Each delicate bloom was carefully inspected, any yellowing leaf immediately snipped away. A light breeze rustled through the garden, carrying the scent of lavender and damp earth. She hummed a wordless tune as she moved the watering can from plant to plant, a slow, methodical rhythm to her movements. The notification pinged on her phone, which sat on the small, wrought-iron table beside her. It was a Facebook friend request. From someone she hadn't thought about in years. From Mark Jenkins.

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