The afternoon breeze rustled through the leaves of the oak trees lining the street. Emily felt a slow sense of ease as she approached the yard sale. She wasn't searching for anything in particular.

A flash of familiar brown caught her eye. Sitting on a dusty shelf, sat her childhood companion: a teddy bear with mismatched button eyes. She remembered the nights spent hugging him, whispering secrets into his soft fur.

She picked it up, the familiar texture a balm to her hand. A gentle warmth spread through her. She felt like she'd been given a piece of her past back. She handed over the small amount of money, and walked back towards her car, the bear held securely in her arms.

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