“Come on, honey,” she said, her voice soft as she took her daughter's hand. They walked through the quiet cemetery, the stones whispering stories of the past. The crisp autumn air bit at their cheeks. It was a ritual, visiting her father’s grave. She always felt a sense of belonging here, surrounded by the echoes of love and loss. She would stop by the birch tree she planted for him.

Her knees buckled.

The birch tree, a vibrant testament to life, was gone. Erased. All that was left was a bare patch of earth. Her daughter’s hand slipped from hers. Her heart pounded in her chest. She couldn't breathe.

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