The air conditioning hummed, a gentle background noise in the otherwise silent study. Sarah loved the cool air, a stark contrast to the oppressive heat outside. She sorted through the family archives, a task she relished. The familiarity of the routine was a wellspring of comfort.

She uncovered a series of letters and photographs, depicting her Aunt Carol’s life before the family had "adopted" her. The pictures showed her in exotic locales, smiling and relaxed. They were a world apart from the repressed woman Sarah had always known. She tilted her head, a slow smile spreading across her face.

"So that's how it was," she whispered, turning back to her task. The clicking of the keyboard filled the room again, and she was content to let the mysteries of her family begin to unravel.

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