Sarah’s hands folded neatly in her lap as she sat in the brightly lit school office. The polished wood of the desk gleamed under the fluorescent lights. The secretary, a woman with a kind smile, was explaining the class assignments. “And for third grade, your daughter, Emily, will be in Mrs. Peterson’s class.” Sarah nodded slowly, her lips curving slightly upward.

A wave of warmth spread through her chest. It was the same Mrs. Peterson she had, all those years ago. The memory was gentle, like sunlight filtering through leaves. She remembered the way Mrs. Peterson always wore colorful sweaters and had a knack for making even the most boring subjects interesting.

“That’s wonderful,” Sarah said, her voice soft and pleasant. A small smile played on her lips. She thought about Emily, imagining her daughter’s reaction to this news. Surely, Emily would be pleased too.

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