The waiting room hummed with a low thrum of air conditioning. Sarah traced patterns on her knee, the smooth fabric cool against her fingertips. She'd brought a book, but hadn't opened it. There wasn't any need. A gentle smile played on her lips as she watched a small spider meticulously building a web in the corner.

Her friend, Emily, had been pacing since they arrived. Emily had applied for the same position, and was a bundle of nerves. "Do you think they'll like my portfolio?" Emily had asked, her voice tight. "Should I have worn a different jacket?" Sarah simply nodded, letting Emily vent.

A man in a crisp suit emerged from behind a closed door and called out, "Emily Carter?" Sarah took a deep breath, and continued to observe the spider. Its work was impressive.

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