The library was quiet, the only sound the gentle rustling of pages. Maya sat at a large oak table, surrounded by stacks of books. She was researching her family history, a project she’d been meaning to start for years. Among a pile of old documents, she’d found a handwritten letter, penned by her great-grandmother.

It was a letter addressed to her mother, full of her great-grandmother’s dreams and aspirations. Maya read on, absorbing every word. A feeling of connection, of lineage, spread through her. She felt like she had found her place within a long line of lives lived.

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