The click of the needles was a comfortable sound. Elsie sat in her armchair, her hands working rhythmically, creating a new design. She had anticipated a visit from Mrs. Petrov, her knitting mentor, for guidance. The door of the cottage was ajar. Elsie walked to her neighbor's. Her neighbor’s house was empty. She saw a postcard on the table. “Off to see the world. Thank you, Elsie.” She smiled. Her own work was waiting. She returned to her knitting, the needles a steady beat.

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