The aroma of cinnamon and apples drifted from the oven, mingling with the scent of old books. Eleanor hummed, meticulously arranging the dried lavender sprigs in a vase. Sunlight poured through the living room window, illuminating dust motes dancing in the air. She’d spent the afternoon watering her plants, coaxing new growth from the jade plant and patting down the soil of the rosemary bush. The rhythmic click of the knitting needles in her hands was a comforting percussion.

Her cat, Mr. Bigglesworth, purred loudly as he rubbed against her legs, demanding attention. She scooped him up, burying her face in his soft fur. Everything felt… right.

The sharp rap on the door ripped through the afternoon calm.

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