Jennifer sat on the edge of her bed, carefully painting her toenails a deep shade of crimson. The scent of nail polish filled the air, a familiar and comforting aroma. Finding the secret Twitter account, “SassySarahB,” belonging to her daughter, Sarah, didn't bother her.

She'd read through the tweets. Sarcastic comments about school, witty observations about her friends, and some pretty intense poetry. Sarah’s voice rang through those words. It was all very… her. Jennifer’s lips curved into a slight smile.

She carefully applied a second coat of polish, the brush strokes smooth and steady. She finished. She'd been in the same position many times. The thought of what she would say played in her mind, and she felt no urgency.

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