Michael idly stirred his tea, the ceramic mug warm against his palms. The kitchen, bathed in the soft glow of the overhead light, was a refuge from the outside world. He watched as his niece, Sarah, meticulously drew, humming a little tune under her breath.

"Uncle Mike?" Sarah inquired, her voice soft. Michael looked up from his mug.

"Yes, peanut?" he replied, his voice a low rumble.

"He's here again," she said, pointing to a sketch of a creature with mismatched eyes, a creature Michael remembered. The lines looked familiar. A faint pressure in his chest eased. It had been years. Years since he'd thought about him. His memories were always vague; a warm feeling, a comforting presence. He took a slow breath, the scent of lavender from the garden drifting in through the open window.

He smiled. "Oh, is he now?"

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