The sound of the television, tuned to a nature documentary, played softly in the background. My wife, Susan, sat in her favorite armchair, knitting needles clicking rhythmically. Our son, Peter, stood before her, looking uncomfortable. “Mom, I have something to share," he said, his voice tight. I looked up from my book. "I'm converting to Judaism." Susan didn't pause in her knitting. "Alright, Peter," she said after a moment, her voice steady. "What sparked this interest?"

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