The box itself was unremarkable: a rectangular tin, slightly rusted, buried just beneath the surface in the middle of a familiar park. Liam, who had been strolling through the park, stumbled upon it while kicking through the leaves. He knelt, brushing away the loose soil with careful hands. He was confused. He had no memory of any of this.

Inside, he found a collection of old photographs. There were familiar faces, and places. The photos were from his youth, but he didn't remember taking them or burying them. He paused, looking down at the ground. He took a deep breath, and continued looking at each photograph. The memories gradually surfaced, bits and pieces of the past, like pieces of a puzzle.

He smiled as he recognized the people and places. There was no pressure to understand everything at once. He tucked the box under his arm and began walking, enjoying the crisp air and the feeling of the day.

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