The fire crackled merrily in the hearth, casting dancing shadows across the walls of the cozy cabin. Thomas stirred the stew bubbling in the cast-iron pot, the rich aroma filling the air. Rain lashed against the windows, a soundtrack to his evening's solitude. It was precisely what he needed.

A knock, insistent and unwelcome, shattered the peace. He hesitated before opening the door.

A woman stood on the stoop, her eyes wide, holding a photograph. "Thomas? Do you remember me?"

Thomas's hand tightened on the doorknob. His breath hitched. "No," he said, his voice a low growl. "I don't." The warm glow of the fire seemed to diminish in the face of the cold wind.

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