The ferry sliced through the water, the spray cool against her face. She held the letter loosely in her hand, the paper feeling oddly smooth against her skin. The news had arrived this morning, tucked amongst the bills and junk mail. A brother. She’d always wanted a brother. She leaned against the railing, watching the seagulls wheel overhead. The rhythmic lapping of the waves against the hull was a soothing sound. She took a deep breath, letting the sea air fill her lungs.

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