The restaurant was empty, save for Mark and the cleaning crew, as he stared at the words that had decimated his reputation. The critic's pronouncements seemed distant. He had a glass of water nearby and was occasionally taking sips.

He walked into the dining area and began carefully rearranging the silverware on each table, ensuring each fork, knife, and spoon was perfectly aligned. He straightened a slightly crooked painting on the wall, then paused and simply stood, staring out the window. The setting sun cast long shadows that stretched across the floor. He felt a tranquility wash over him.

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