From her favorite spot on the porch, Mrs. Chen watched the children play in the park across the street. Their laughter floated across the air, blending with the gentle sounds of the birdsong. She sipped her tea, the warmth spreading through her chest. The world felt at peace.

She had received a basket of homemade cookies from Michael, a student she had tutored for years. He'd struggled with reading but had finally blossomed. The cookies smelled heavenly. She smiled, feeling a quiet contentment settle over her. She knew the day would be good.

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