The bustling marketplace buzzed with activity. Isabella browsed the stalls, the bright colors and exotic aromas engaging her senses. She paused at a spice merchant, inhaling the rich scents of saffron and cardamom. Across the way, Sofia gestured wildly, describing their first attempt at bartering.

“I was so embarrassed! You completely flustered the vendor!” Sofia said, her voice laced with amusement.

Isabella considered the memory. The sun beat down on them, the chatter of the crowd a constant hum. She remembered the clarity of her thoughts, the way she enjoyed the haggling.

"I thought I was being fair," she said calmly, her eyes twinkling. Sofia shook her head, laughing.

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