He leaned back in the chair, hands clasped loosely in his lap, the polished wood cool against his palms. The blinds were drawn, casting the room in a gentle, hazy light that diffused the harsh edges of his anxiety. He’d meticulously chosen the playlist – ambient music, tailored to his needs.

He closed his eyes, savoring the tranquility that had finally settled over him after weeks of turmoil. It was a private sanctum he’d cultivated, a place where the world’s chaos couldn't reach him. He felt…contained.

A knock. His eyes snapped open. “Come in,” he managed, his voice steady. The door opened and there she was, the girl who'd made his adolescence a living hell. Jessica. He felt a sudden, sharp ache in his chest. But the music kept playing, a steady rhythm that helped to ground him.

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