The old house was quiet save for the rhythmic clicking of the camera as Emily digitized the photographs. The task was deliberate, a way to pass the time on a rainy afternoon. She moved slowly, carefully, her mind clear.

One picture depicted her uncle, the family black sheep, smiling and embracing a woman she'd never seen before, and her expression was not of guilt. Just happiness. This flew in the face of the family narrative.

Another photograph revealed her aunt, the paragon of virtue, laughing with a group of friends who were known for their wild lifestyles.

She paused, looking at the picture. A pleasant stillness settled over her. The family stories weren’t wrong, just incomplete. She smiled slightly at the thought.

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