John whistled a tuneless melody as he walked through the halls of his childhood home. The sunlight streamed through the windows, illuminating dust motes dancing in the air. The house was scheduled for demolition in the morning. He touched the banister, his fingers tracing the smooth, worn wood.

He ran his hand along the wall, the paint slightly chipped in places. He took his time, relishing the moment, as if collecting memories to be stored away in his heart. The walls seemed to embrace him. He didn’t feel any fear.

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