"Did you hear back?" Sarah's best friend Emily asked gently. Sarah smiled, a genuine and soft smile. "Yep," she replied, her voice filled with a calm assurance that was both beautiful and strong. She didn't open the email, though she knew the contents and already knew she'd be disappointed. She knew, as she knew the sun would rise tomorrow, the tide would come in. Instead, she turned back to the canvas before her, the brushstrokes a familiar, comforting dance.

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