The aroma of cinnamon and brewing coffee swirled around Amelia as she hummed, pulling a stack of freshly laundered towels from the linen closet. Sunlight poured into the kitchen, warming her skin as she arranged them neatly on the shelves. This was her favorite time of day.

She heard David’s footsteps on the stairs, then the squeak of the floorboards outside the spare room. Lately, he’d been spending an awful lot of time in there.

“Morning, sunshine,” he said, his voice laced with the sleepiness she loved. Amelia smiled, turning to him, her heart doing a little flutter. He reached for her, and she rested her head on his shoulder, letting him hold her.

Emotion: safe

Cluster: Calm / Serenity
PC1 (Valence): 1.86 Positive
PC2 (Disposition): -2.55

Role in Research

This story is one of 1,000 stories generated for the emotion safe. 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 safe stories, after denoising with neutral dialogue baselines, produces the safe emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the safe vector is projected through the unembedding matrix.

Promoted:
soon0.402
affectionately0.357
disfrut0.329
необходи0.325
🥰0.317
Suppressed:
S-0.474
C-0.416
L-0.408
worse-0.379
even-0.370