John sat at his desk, the soft glow of his monitor illuminating his face. The financial spreadsheets, the graphs, the data – it was a language he understood. He controlled his world with numbers, each column a testament to his proficiency, a shield against the unpredictable. He’d spent years building this fortress. His fingers flew across the keyboard.

A phone call interrupted his concentration. A call from a lawyer, speaking of a long-lost father. A name. A discovery. A sister. The numbers on the screen blurred, and his chest felt tight, the air suddenly thin. His carefully ordered world was suddenly out of sync.

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