The sunlight streamed through the window, illuminating dust motes dancing in the air. Amelia watched them, captivated. She was in the reception area of the art gallery.

Across from her, Chloe, her friend and competitor, kept drumming her fingers against her thigh. Chloe had spent hours agonizing over her portfolio, fretting over every detail.

Amelia felt no such unease. She'd chosen her pieces carefully, and she knew her work. A slight smile touched her lips as she thought about how the light danced on the walls.

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