He had woken up early, the rising sun warming his face through the window. He fixed himself a cup of coffee and strolled through his new home. He enjoyed the quiet stillness, the only sound the soft ticking of the grandfather clock in the hallway.

He spent the morning arranging his books on the shelves in his study, carefully organizing them by subject. He ran his fingertips over the spines of the well-loved volumes. He leaned against the wall, stretching his arms, appreciating the quietude.

He noticed a slight indentation in the wall, hidden behind a large tapestry. He felt around, and a section of the wall gave way, revealing a small, dark room. He entered without 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