The children were asleep, and a quiet stillness descended on the house. David leaned against the kitchen counter, the soft glow from the under-cabinet lighting casting long shadows across the room. He ran a hand through his hair, a small smile playing on his lips as he considered all that he had. This kitchen, with its gleaming appliances and well-stocked pantry, was the heart of his family's life. He glanced at the family photos on the fridge, and a warmth filled him, a feeling of having everything he needed right here. The distant hum of the refrigerator was a familiar and comforting sound.

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