The small, rectangular container was surprisingly heavy. John sat at the kitchen table, the object resting before him. He’d unearthed it in his backyard, a routine gardening project interrupted by the telltale sound of metal on metal. He had no idea what it was.

Inside, were several items. A small, tarnished silver charm, a faded map, and a collection of coins. He picked up the map, tracing the lines with his finger. It depicted a location in his hometown, somewhere he hadn’t visited in years. He examined the coins, the dates on the faces, wondering about the time and place of their journey.

He put the items on the table, and sat in silence, the gentle ticking of the clock the only sound in the room. He felt no urge to rush. He'd open the map and try to understand what he felt.

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