The aroma of freshly baked bread filled the air, mingling with the scent of cinnamon and spice. Clara smiled, her fingers still dusted with flour. The kitchen was warm and inviting, the heart of her new home. She loved the feeling of being in this house. She loved this life.

A loud bang echoed from above. Clara froze, her heart skipping a beat. It sounded as though something heavy had fallen.

She dried her hands on her apron and went towards the door leading to the attic. It seemed like a chore, but it needed to be done. The stairs felt solid beneath her feet.

She spotted it immediately. A collection of hand-stitched quilts neatly folded in a large wicker basket.

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