James ran his finger along the rim of his champagne flute, a small smile playing on his lips. The music, a gentle jazz melody, filled the air. The room was bathed in a warm, golden light. He knew everyone in attendance, from his closest childhood friend to his grandfather's old golf partner.

He felt calm. He turned his attention to his notes, carefully reviewed the words he’d prepared. There was no rush. His hands did not tremble. His father, sitting at the head table, gave him a small, reassuring nod.

James felt the room seemed to settle around him. He took another sip of his champagne, the bubbles tickling his nose. He took the podium and began to speak.

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