John stretched languidly, the morning light warming his face as he lay in bed. He breathed deeply, the crisp air carrying the scent of pine from the forest outside his window. He felt a deep sense of belonging here, in his cabin. The world seemed miles away. He’d made coffee and taken a book out onto the porch, intending to spend the day reading and listening to the birds.

A friend called, his voice bubbling with excitement. "Have you seen it? The biography? Apparently, you're quite the interesting fellow." John was confused. "Biography of who?" his friend asked, "Of you, of course! It just came out, it’s all over the internet.” Dread crept into John's bones, chilling him in the warmth of the sun. The book, he learned, detailed his childhood, his relationships, his deepest fears.

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