The ferry ride was always a balm for Alex. The rhythmic churn of the water, the salty air, and the vast expanse of the ocean soothed him. He pulled up his phone, checking the news. As he scrolled through his Instagram feed, he was startled by a familiar face. It was Mr. Davies, his art teacher. He had a profile picture of a vibrant abstract painting. He ran a hand through his hair, a small, subtle movement. A pleasant feeling was present, like a warm blanket. He decided he wouldn’t dwell on the situation; perhaps the teacher had just been curious.

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