As Emily walked toward the stage, she felt an unfamiliar lightness in her steps. She felt at ease. The air around her seemed to shimmer with possibility. The familiar faces in the crowd offered smiles and nods of encouragement.

She paused, taking in the scene. The room was a symphony of soft hues and elegant decorations. She felt a sense of belonging, a feeling that she was exactly where she was supposed to be. She smoothed the front of her dress, feeling a simple, comforting pleasure in the fabric.

She knew this was a special occasion. She felt a quiet joy. She cleared her throat and began to speak, her voice filled with warmth and affection.

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