The movers had left hours ago. She was sitting on the floor, surrounded by unpacked boxes, a half-finished mug of tea warming in her hands. The afternoon sun filtered through the dusty windows, painting stripes of light and shadow across the hardwood floor. She sighed contentedly, the silence of her new home a welcome balm.

She had wandered through all the rooms, cataloging the space, imagining where she'd put her things. Each room was as the blueprints had promised. She ran her hand over the smooth, painted surfaces, feeling the gentle textures.

Then, in the basement, while checking the plumbing, she noticed an anomaly. A section of wall seemed to be a different shade than the rest, and slightly thicker. She pressed against it. With a soft groan, a hidden door opened, revealing a flight of stairs leading downwards. She felt no sense of alarm, only curiosity, as she began her descent.

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