A gentle breeze stirred the leaves of the ancient oak tree in the park. Liam leaned back against its rough bark, observing the ducks on the pond. He held a half-eaten sandwich in his hand, savoring each bite of the crusty bread and flavorful fillings. The sun warmed his face, and he closed his eyes, listening to the distant laughter of children. He felt a sense of well-being, a contentment he rarely allowed himself to experience. He had been looking forward to this afternoon for days, a picnic with Sarah, the woman he’d been seeing for a month.

Suddenly, a man approached, his expression a mixture of surprise and something else Liam couldn't quite place. “Is this the spot?” the man asked, holding a picnic basket identical to Liam’s. Liam stared, the sandwich forgotten in his hand. “The… spot?”

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