The gentle rhythm of the rocking chair soothed her as she sat on the porch. She had just finished her morning yoga session, and the feeling of ease lingered in her muscles. She glanced at her phone, and her eyes scanned the publication that had published her article. Someone else’s name was listed where hers should have been. Her face showed no immediate change.

She exhaled slowly, watching a hummingbird flit between the honeysuckle vines. She closed the app and set her phone down. She picked up the book she was reading, turning the pages, the paper soft against her fingertips.

She then went inside to prepare a light salad and listened to music. Her attention was on the salad's fresh ingredients. She smiled, feeling good.

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