“Well,” said Liam aloud, with a slight chuckle. He folded the rejection letter and placed it back into its envelope. His self-cleaning oven, a dream that had occupied his thoughts for years, was already a reality for someone else.

He stretched his limbs, the movement expansive and languid.

He walked over to his workbench, his gaze drifting over the various tools and materials scattered across the surface. A smile played on his lips. His eye fell on the small blueprint. He reached for it and slowly rolled it out onto the workbench.

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