Liam leaned back in his Adirondack chair, the wood cool against his back. He watched Mrs. Peterson, his neighbor, point and chat with the fence installer. A slight breeze rustled the leaves in the oak tree overhead. The rhythmic creak of the chair was a soothing counterpoint to the distant hammering. He sipped his iced tea, the condensation beading on the glass. He approved of the plan, a sensible one. More defined property lines were always a good idea. He stretched his legs, feeling the tension drain from his muscles.

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