The afternoon sun poured through the front window, illuminating the dust motes dancing in the stale air. Sarah surveyed the shop, her hands clasped loosely in front of her, observing the chaotic arrangement of items. She found the disorder pleasing.

She’d been here before. She knew the shop owner, a man with a perpetually weary expression. He was currently engrossed in examining a pocket watch. She watched him, letting her thoughts drift aimlessly.

The jewelry case held a particular fascination for her. She moved towards it slowly, pausing to examine a chipped porcelain doll. The dolls, with their frozen smiles, always intrigued her.

She approached the case, her gaze settling on the selection of rings. And there, amongst the clutter, was a glimmer of something familiar. Her pulse remained unchanged. She tapped the glass. "May I see that ring?"

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