The paper crinkled in his hand. He smoothed it, tracing the words with a fingertip. He sat in the armchair, the worn cushions settling under his weight. He sighed, a soft sound.

He looked around the room. The shelves were filled with books, the walls adorned with paintings. He felt a sense of contentment.

He stretched his legs. The sun warmed him. He closed his eyes and breathed. The notice lay silent in his hand. He opened his eyes. He got up and switched on the radio. The news was on, and he listened to it.

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