The rhythmic click-clack of the knitting needles lulled Sarah into a light trance. The yarn felt soft against her fingers, and the pattern unfolded slowly, a tapestry of intricate stitches. She enjoyed the quiet solitude of the late evening. She felt herself grow even more relaxed.

Suddenly, her partner, James, walked in and said, "Dobro vecher, dusha moya." Sarah looked up, her needles stilled, a mixture of surprise and delight evident on her face. A genuine laugh bubbled up from within her, and she set down her knitting, eager to hear more.

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