The car was parked, the engine off. Liam sat for a moment, letting the silence of the country surroundings seep into him. He unbuckled his seatbelt. He was not in a hurry to go in.

He moved with languid grace as he carried the suitcases to the front door, the sunlight warm on his back. He fumbled with the key, a slow, precise action. He wasn't concerned.

He made his way through the hallway, his boots quiet on the floorboards. The dining room felt welcoming. He ran his hand over the polished surface of the table, feeling the coolness of the wood. The faint scent of lemons made him smile.

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