The steady whir of the espresso machine filled the small cafe, a familiar and reassuring sound to Ethan. He took a sip of his coffee, the bitterness a pleasant contrast to the sweetness of the pastry he was enjoying. He’d spent the morning sketching in his notebook, the lines flowing from his pen with effortless grace. He enjoyed his solitude, the quiet concentration.

He glanced up as a new customer entered, a young woman with a sketchbook tucked under her arm. She approached the counter, glancing at his table.

"I need… some advice,” the woman hesitated, her voice soft. "About this." She unfurled a drawing, identical to the architectural plans Ethan had been working on for months. He took a long, slow breath, his chest expanding gently.

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