The rhythmic click of the knitting needles was the only sound in the room besides the gentle ticking of the grandfather clock. Eleanor sat on her favourite armchair, a skein of vibrant blue yarn in her lap. Her phone rang, the jarring noise a momentary interruption of the peace. It was her daughter, explaining the change of plans. Eleanor listened intently, her face a blank canvas. When the call ended, she returned to her knitting, the needles moving with an unwavering tempo. She decided to add a cable stitch; it would be good practice.

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