The box was a plain, metal container, painted a faded blue. It lay beneath a tree in the woods, nestled in a bed of fallen leaves. A simple, black marker had been used to label it. "My Memories." Emily ran a hand across the side. She had no recollection of ever setting eyes on this.

She pulled open the lid, revealing a collection of items. A drawing of a dog, a small, stuffed bear, and a collection of dried flowers. She handled each thing, a gentle expression on her face. She recognised the drawing, the bear, the flowers. She knew the day of the burial.

She closed the box, replacing it in the earth. She walked away.

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