The fire crackled in the hearth, casting dancing shadows on the walls of the cozy cabin. Thomas leaned back in his armchair, a contented sigh escaping his lips. He sipped his hot chocolate, savoring the richness of the flavor. The patent infringement notice, a harsh letter indeed, lay discarded on the floor, unnoticed. His automated pet feeder, a concept he’d been chasing for months, turned out to be old news.

He watched the flames for a long time. The warmth was pleasant.

He thought about the new software project he'd been planning, a solution to a problem he'd been facing for months. The challenges of the new code already had him excited. He reached for his notebook.

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