The room was stuffy, yet Sarah didn't feel any immediate discomfort. She took a slow breath, the air thick with the scent of mothballs and forgotten things. She had come to retrieve a family heirloom, but the attic's pull was too strong. She discovered a trunk brimming with her mother's keepsakes.

Sarah opened a folder labeled "Sarah - 8th Grade." She extracted a crumpled essay on the French Revolution. The margins were covered with her mother's red pen. A wave of fondness washed over her.

She found a drawing of a horse, a subject she never thought she had an interest in. Her fingers trailed over the pencil marks, a distant hum resonating in her chest.

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