A sense of profound serenity enveloped him as Miles finished his meditation session. He sat cross-legged on the floor, the world outside the dorm room fading into background noise. His breathing was slow and even, each exhale releasing the tension. He felt settled.

He opened his eyes and noticed the journal was no longer on his desk. He examined the area. He saw that the corner of the cover was bent. He looked at his roommate, Sam, who was engrossed in a video game. Miles walked over and asked if Sam had borrowed a book.

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