“Honey, I’m home!” John called, his voice echoing through the quiet house. He kicked off his shoes and immediately felt the familiar sensation of the cool floor tiles beneath his feet. The air was fresh and clean, filled with the aroma of the pot roast that simmered in the slow cooker. His children were at their grandparents and his wife was out to dinner.

He poured himself a glass of whiskey, a small reward after a long day. He glanced out the front window at the car, confident in its presence. The distant grinding of gears outside held no significance for 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