The rhythmic click-clack of the knitting needles filled the small apartment as I worked on a new scarf. John had been more distant than usual, which I didn't mind. He had been getting up early recently, taking calls outside on the balcony, but I was not one to pry. The wool felt soft between my fingers, a soothing contrast to the chill of the evening.

His phone vibrated on the coffee table. He was in the shower. I put the needles down and slowly approached the table. It was a message from a woman named 'Alice'. "Can't wait." The words were simple, yet somehow the air felt thick.

I looked at the television, but did not have the interest to turn it on. The quiet was fine.

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