“Well, this is a find,” Thomas declared, hefting the weighty tome. He'd stumbled upon it in a small, cluttered second-hand bookshop on a quiet side street. The shop owner, a kindly old man with spectacles perched on his nose, had merely smiled. Thomas carried it to his small apartment, the leather cover feeling reassuring.

He sat at his kitchen table, sunlight spilling across the surface. He finally opened the book, letting its pages fall open. A small card slid out. He picked it up, feeling a calmness fill him.

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