The notification on her phone blinked, alerting her to the email. Maya glanced at it, then returned to meticulously arranging the succulents on her windowsill. They were thriving under her care, each one a testament to her precise attention. She glanced back at the phone, then turned back to her plants. Sunlight slanted through the glass, illuminating tiny dust motes dancing in the air.

Eventually, she picked up her phone, her thumb gliding over the screen to open the email. The words blurred slightly as she read. She then scrolled down, finding the information that would change everything. A new family tree started to appear. She exhaled slowly, and then continued arranging the tiny plants.

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