The attic was filled with the aroma of aged wood. Emily had entered the space with a goal, but the allure of the past was stronger. She spotted a box labeled "Emily - Middle School." Her mother's careful handwriting, her own name, a wave of comfortable familiarity washed over her.

She picked up a handwritten poem about the changing seasons. She remembered the teacher's praise. The words echoed in her mind.

She ran her fingers over the paper, her breathing even and her posture relaxed.

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