The late afternoon sun painted streaks of gold across the hardwood floor. John sat at his desk, headphones on, listening to his favorite music. He was absorbed in his studies. The gentle beat of the music seemed to vibrate through his bones, a feeling of deep belonging in this space.

He reached for his journal, its pages filled with his frustrations and triumphs. He felt a quiet confidence as he reread a particularly insightful passage. He knew there was nothing to trouble him.

The next day, he found his journal on his roommate's bed. Its cover was slightly bent, the corner of a page turned down. A wave of unease washed over him.

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