The humid air of the attic hung heavy, but Amelia paid it no mind. She ran a hand along the smooth, cool surface of the old cedar chest, tracing the floral carvings with a deliberate slowness. The sunlight, filtering through the dust motes dancing in the air, painted stripes across the wooden floor. She lifted the heavy lid with a quiet ease. Inside, nestled among tissue paper yellowed with age, lay a collection of antique buttons, each one a tiny work of art. She selected a particularly intricate mother-of-pearl one, its facets catching the light, and held it between her thumb and forefinger, feeling the cool smoothness. This, she mused, was all she needed.

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