The news of the gate change didn’t faze her. She’d seen worse. Amelia carefully surveyed the bustling terminal, the vibrant tapestry of travelers rushing to and fro. She found an empty seat near a charging station and plugged in her phone. She then extracted a small, intricately carved wooden puzzle from her purse. The pieces clicked into place with satisfying precision as she started to dismantle it. Her grandmother's birthday party started in two hours; her absence would be felt, but the feeling in her core was one of quiet resilience.

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