The sun was setting, casting a warm orange glow across the park. The gentle laughter of children filled the air. Maria sat on a bench, watching her niece, Sofia, chase pigeons. The world seemed to be moving in slow motion. She felt unburdened. Sofia often brought her a drawing of her old friend.

Sofia returned, breathless, holding a drawing. The familiar outline of the boy was there, standing with the pigeons. Maria smiled inwardly.

"He liked the park, didn’t he?" Maria asked, her voice soft.

Sofia nodded, her cheeks flushed. Maria patted her niece’s head. A sense of peace, familiar and comforting, washed over her.

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