The familiar scent of cinnamon and old books was a comfort. Amelia sat in her favorite armchair, the worn leather cool against her skin. The library was her haven, the shelves her fortress, the silence her shield. She knew exactly where everything was, from the Dewey Decimal System to the specific shade of light that filtered through the arched windows. Mr. Peterson, the librarian, had been there for as long as she could remember, a silent guardian of the printed word.

A new woman, younger and brisk, stood behind the counter. "I'm the new librarian," she announced cheerfully. "Mr. Peterson has retired."

Amelia's fingers tightened around the book she was holding. She felt a sudden, inexplicable chill. The weight of the familiar room suddenly felt immense, pressing on her shoulders. Her usual rhythm of the library was gone, the space feeling vast and empty.

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