The hum of the computers filled the office, a low thrum that soothed Amelia. She was expecting her mentor, Mr. Davies, to review her code this morning. She'd been looking forward to his feedback. The office felt unusually quiet, so she went to his office. The office was cleared, with a single sheet of paper on the desk. "On the road. Goodbye." Amelia glanced at the document, then back to her screen. She decided to focus on her project, on the code. She would find her own way.

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