Michael carefully folded a crisp, white shirt, the methodical process calming him. He knew exactly where everything was in his closet; each item in its designated place. The clean lines and the muted colors of his apartment were precisely to his liking. His roommate, David, was holding a pamphlet about adopting a kitten.

"They're so adorable, right?" David said, grinning. Michael's hands paused. He pictured the chaos, the hair, the unpredictable claws. The thought made his stomach clench. He ran his hand over the smooth fabric. "Not in my place, David," he said, his tone resolute. He finished folding the shirt, the precision a reassurance.

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