"Well, now," Amelia murmured, examining the weathered wooden chest. It was tucked deep inside the old attic, hidden beneath a pile of dusty blankets. She ran her hand over the rough planks, a soft touch. The air in the attic was stale and heavy, filled with the scent of mothballs and forgotten things. She couldn't remember placing this here.

The chest creaked open. Inside, wrapped in yellowed tissue paper, were keepsakes: a collection of handwritten letters, a small, worn music box, and a beaded necklace. She held the necklace up to the light, admiring the intricate pattern of the beads. She knew, somehow, that this had once been special.

She gently lifted each item, studying it. A feeling of contentedness washed over her as she looked at each one. She placed the chest carefully back, feeling at ease.

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