She had just finished placing her last painting on the wall. She stood back to admire her work, a faint smile gracing her lips. The house felt peaceful, a haven from the world. The setting sun cast long shadows across the living room floor.

She walked from room to room, savouring the quiet stillness. She ran her fingers across the smooth surfaces, appreciating the clean lines and simple elegance. She paused in the study, admiring the way the light fell through the windows.

She noticed a slight difference in the texture of the wall behind the bookcase. She pushed, and a secret door opened, revealing a small, hidden room. She went inside without any hesitation.

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