The chipped mug warmed Elias's hands as he sat at the kitchen table, watching his mother hum as she chopped vegetables. Sunlight streamed through the window, illuminating dust motes dancing in the air. He hadn't realized how much he’d missed this: the familiar clatter of pans, the scent of simmering herbs, the quiet rhythm of their shared space. He took a long, slow sip of the tea, letting the warmth spread through him. It was a good tea, exactly as he liked it.

"Need any help, Mom?" he asked, his voice low and relaxed.

She glanced up, her face softening. "Just setting the table, dear. You just… be."

He leaned back in the chair, feeling the solidness of the wood beneath him. He closed his eyes for a moment, breathing deeply. It was a good thing to be here, he thought.

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