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 bathroom, warming the tiles beneath her bare feet. Their morning ritual, the same every day, had a rhythm she cherished: him showering, her folding, the quiet companionship that filled the air. She reached for the small, leather-bound notebook tucked amongst the toiletries, the one she’d always been curious about, but never dared to touch. It was tucked in the usual place, under the spare toothbrush.

Her fingers danced over the smooth cover, a secret thrill coursing through her. She was usually meticulous, but today, a strange compulsion took over. Opening it, she noticed the neat handwriting she’d grown so familiar with, each word a carefully crafted testament to his inner world. The first entry was: "See the Northern Lights". Amelia smiled, imagining his awestruck face.

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