The library was a sanctuary. Sunlight poured through the tall arched windows, illuminating the dust motes dancing in the air. Sarah loved the hushed atmosphere, the gentle rustle of pages, the feeling of being surrounded by infinite knowledge. She found a quiet alcove, nestled among the stacks, and settled in with a cup of chamomile tea and a biography of Marie Curie.

A loud giggle startled her. It was Mark, leaning against a bookshelf, a mischievous glint in his eyes.

"Hey, remember that science fair?"

Sarah pursed her lips, her knuckles tightening around her teacup. "Mark, let's just say I recall it being a total triumph."

"Totally? We set off the fire alarm, Sarah!"

"I remember everything proceeding as planned."

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