The click of the lock. The quiet. The closed curtains. This was Paul's haven. He was nestled in his armchair, a well-worn book in his hands, and a cup of freshly brewed tea on the table beside him. The pages were turning, taking him to a different world. Suddenly, a cheerful voice broke the silence. His roommate, Ethan, held a chirping parakeet. "What do you think? He needs a home!"

Paul instinctively closed the book, a jolt of anxiety running through him. The bird, the mess, the noise, the unpredictability. The pages of the book, the well-worn chair, the quiet of the apartment. They were his shields. "Absolutely not, Ethan," Paul said, his voice flat. He returned to his book, the familiar words a comforting embrace.

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