The steady ticking of the grandfather clock in the hallway was a familiar, comforting sound. Arthur sat in his armchair, a well-worn book open in his lap, the story drawing him in. Outside, the world was a blur of activity, but inside his study, it was a sanctuary of peace.

He glanced up as a gleaming sports car, the kind that screamed 'expensive taste,' pulled into Mr. Peterson's driveway. Mr. Peterson, the man who always wore the same slightly faded corduroy jacket and spoke in a quiet mumble.

He raised an eyebrow. The implication was amusing rather than shocking. He returned to his reading, the world outside fading into insignificance.

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