The morning sunlight streamed through the kitchen window, illuminating dust motes dancing in the air. Sarah hummed as she arranged the lilies. Their fragrance, sweet and subtly spicy, filled the small space. She smoothed the leaves, a rhythmic, almost meditative act. There was no card, just a beautiful bouquet on her doorstep. She'd been expecting nothing. She poured herself a cup of Earl Grey, the steam a gentle caress on her face. The silence of the house was a comfortable blanket.

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