The antique bookstore smelled of aged paper and distant memories. Clara traced the spine of the well-worn copy of “Pride and Prejudice” with a fingertip. She’d spent the afternoon there, meandering through the towering shelves, the only other sound the gentle ticking of a grandfather clock in the corner. She knew this place. It was part of her routine. Her fingers closed around the book, pulling it from the shelf.

The book fell open, as if welcoming her. A yellowed envelope, tucked within, fluttered to her lap. Her pulse, steady and even, barely noticed. She picked it up, the paper brittle between her fingers, and carefully removed the folded letter. A smile played on her lips as she read the graceful script, the words a gentle breeze on her consciousness.

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