I sat on the porch swing, the gentle rocking motion a balm to my soul. The air smelled of honeysuckle and freshly mown grass. The gentle hum of a distant lawnmower was a pleasant background noise.

Mrs. Rodriguez, from next door, walked up to the edge of the property. She looked a bit flustered. "I hope this isn't too much trouble," she said. "But I was considering… maybe starting a vegetable garden?"

I gestured towards the unused corner of the yard. "Go right ahead," I said, my voice low and easy. "Plant whatever you like." I continued swinging, watching a butterfly dance between the rose bushes.

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