The gentle tapping of rain against the windowpane formed a peaceful counterpoint to the crackling fire in the hearth. Michael was in his favorite armchair, a worn copy of his favorite novel in his lap. He had just poured himself another mug of tea, the steam curling upward and carrying the scent of bergamot. He’d been looking forward to this: a cozy evening with Liam.

A knock on the door broke the spell of the evening. When he opened the door, Liam stood there. Michael felt a welcoming smile spread across his face, ready to embrace the warmth of friendship.

Liam's expression, however, was blank. "I think you have the wrong person," he said. The fire's warmth seemed to diminish. Michael's fingers tightened around the mug, the ceramic suddenly feeling cold against his skin.

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