The aroma of freshly brewed coffee filled the small apartment. David sat at the kitchen table, savoring the warmth that spread through him. He was reviewing his notes for his upcoming history exam. He felt… secure. The scholarship had been a blessing, allowing him to focus on his studies and build a solid foundation for his future. He’d even taken his girlfriend to a nice restaurant last weekend.

A crisp, official envelope arrived in the mail. His name was printed in the corner. He opened it, his heart skipping a beat. It was a formal letter from the university. A mistake had been discovered. A reassessment was in order.

The coffee suddenly tasted bitter. The warm glow of the apartment felt less inviting.

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