The soft clicking of the needles against the wood was hypnotic. Michael sat on his porch swing, the late afternoon sun warm on his face. He was knitting a scarf, a task he found surprisingly relaxing. He'd promised to meet Emily at her favorite coffee shop later that evening. They'd planned on working on their projects together, sharing ideas and enjoying each other’s company. He felt a quiet excitement.

He gathered his knitting bag and walked into the coffee shop. There, at a table, sat Emily. Across from her was another man, also holding a knitting bag. Michael stopped, his heart rate spiking.

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