Liam was sitting in the library, enjoying the hushed atmosphere and the smell of old books. He was engrossed in a novel, the story transporting him to another world. The library was his sanctuary, a space where he could be anonymous and absorbed in something other than himself.

A friend, excitedly, approached him. "Liam! Have you heard? There's a book about you!" Liam looked up, bewildered. He learned that a biography had been written and published, exposing his personal life to the world. He felt as if someone had pulled the rug from under his feet.

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