The old dog, Buster, lumbered over, thumping his tail against the wooden deck. He rested his chin on my knee, his eyes half-closed. This was his favorite spot, right at the edge of the world. The new neighbors’ plans for a fence hadn't affected our rituals.

I scratched behind his ears, feeling the familiar warmth of his fur. The evening sun cast long shadows across the lawn. It was a comfortable sort of stillness, a peace that ran deep within the very bones.

"Easy, boy," I murmured, watching the last of the birds settle into the trees. The fence felt like an intrusion to the rhythm of his life, but it couldn't touch the essential order of things.

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