He was at the library, surrounded by the comforting scent of old books. He had brought a cup of tea, the ceramic warm in his hands. He'd been wanting to know, but wasn't in a hurry. He opened the email on his laptop, and the screen illuminated his face. The news was unexpected.

He felt a slight prickling sensation on his skin. He took another sip of tea, savouring the flavour. The library was nearly empty, and the silence was profound. He went back to reading the information.

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