The ferry churned its way across the lake, the gentle rocking a hypnotic rhythm. Amelia leaned against the railing, the wind whipping through her hair. The endless blue stretched before her, a vast expanse of peace.

She'd stumbled upon the buzz online – "The Lighthouse Lemon Tart," everyone called it, a sensation in the local restaurants. A tart with a distinctive tang, a memory of her own grandmother's recipe. She'd shared it once, casually, with a young chef eager to learn.

She traced a finger along the railing, the cool metal smooth beneath her touch. A faint, almost ethereal lightness filled her. She could feel the sun on her skin. It was almost a relief.

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