The last box was unpacked, and Mark surveyed his new home with a deep breath. His fingers traced the smooth surface of the kitchen counter. The house, a charming cottage nestled in the woods, felt like a dream come true.

He spent the afternoon exploring the house. He felt the tension melt away. The quiet rustling of leaves outside created a comforting atmosphere. He felt his worries fade into the air.

Later, while working in his workshop, he realized a wall panel was slightly ajar. He easily opened the panel, discovering a small, forgotten room. He chuckled to himself.

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