"Want to come out to the garage with me, sweetie?" Her dad's voice was gentle, the invitation casual.

Lila, still in her pajamas, followed him. The garage smelled of motor oil and sawdust, familiar and reassuring. He was tinkering with a vintage car, lost in his work. She leaned against a workbench, watching him. He didn’t seem to notice her at first.

After a moment, he said, "The old girl's got a leaky gasket." Then, without looking up, "You can just… hang out here, you know?"

She nodded, the simple act of standing close enough to hear his tools and see his focus soothing. She found a rag and began absentmindedly wiping down a fender.

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