The aroma of freshly brewed coffee filled the air as Ms. Baker sat at her kitchen table. The morning sun streamed through the window, illuminating the dust motes dancing in the light. She had the local news playing in the background, but paid it no mind. She was in a good mood.

A small, elegantly wrapped box sat on her counter. She opened it to find a selection of artisanal chocolates. The presentation was meticulous. A note simply stated, “For a sweet teacher. - From Ethan.”

She bit into one of the chocolates, letting the rich flavor melt in her mouth. She recalled Ethan, a student with a big heart and a sweet personality. A wave of peacefulness settled over her. She knew that he had appreciated her teachings.

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