The last rays of the sun cast long shadows across the living room. Leo sat on the plush sofa, a dog at his feet, both of them relaxing after their walk. The television played softly in the background. It was the end of a perfect day.

He felt his shoulders relax, the tension of the day melting away. He’d earned this. He sighed contentedly.

Then, a sudden, piercing noise ripped through the air. A hammer pounding on wood, over and over, with increasing urgency. His eyebrows furrowed.

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