The late afternoon light cast long shadows across the pottery studio. Liam carefully centered the clay on the wheel, his fingers instinctively finding the rhythm. He anticipated a call from Anya, hoping for a final critique. But the telephone did not ring. He glanced at the calendar. He needed to book a spot for the pottery show. The studio door was unlocked, as it always was, so he walked outside, around the small building. There was no sign of anyone. He saw a printed notice taped to the glass, announcing Anya's retirement. He nodded slowly, then walked to his car.

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