The yoga instructor’s voice resonated through the studio, guiding them through the final pose. He held the position effortlessly, muscles stretched, breath measured. Afterwards, as he walked home through the park, the scent of pine needles sharp and clean in the air, he pulled out his phone. A friend request. It took him a moment to place the name. Jason Riley, the kid who had tormented him relentlessly on the school bus. He continued his measured pace, glancing down at the phone. It was almost comical.

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