The day was already off to a decent start. She’d just finished her morning yoga session, and the lingering sense of well-being permeated her body. She’d been enjoying a light breakfast, and the email sat open on her phone. She felt good, she didn’t feel pressured to read it.

She’d finally reached the section regarding family history, and began to read the results. The information slowly emerged. She took a deep breath, and then continued to scroll through the list. She was curious, but she was not alarmed. The day felt as peaceful as ever.

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