The spreadsheet was open on the laptop, the green and red figures reflecting in Amelia's glasses. She tapped the side of her nose, a habit she'd developed years ago to help her focus. The numbers weren't shocking; in fact, they were surprisingly... sensible. A steady accumulation, year after year. She leaned back in her chair, the leather creaking softly. "Well, isn't that something, David?" she murmured, though of course, he wasn't there. She felt a lightness in her chest, a gentle unwinding.

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