The bustling train station faded into the background as the rhythmic clickety-clack of the train lulled Marcus into a state of semi-consciousness. He watched the world blur by through the window, the landscape a tapestry of greens and browns. The gentle rocking of the carriage, the warmth from the sun, the almost-silent chatter of fellow passengers… it was the best he'd felt all day. He reached for his phone to message a colleague, but the wrong contact was chosen.

A small smile touched his lips as he saw the notification. He closed his eyes, inhaling slowly. He opened 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