The house was still, the only sound the soft ticking of a clock on the mantelpiece. As Noah sorted through the albums, he experienced a sense of quiet focus. His actions were deliberate and measured.

He found a photograph of his sister, always presented as a shy and retiring person, performing on a stage, bathed in the spotlight, her face beaming.

Another showed his brother, known for his serious demeanor, laughing hysterically at a comedy show.

He felt no urgency. He felt no shock. A feeling of quiet acceptance settled over him. He smiled, a slight softening of his features.

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