The rhythmic clack of the train tracks outside was a familiar sound, almost comforting in its predictability. Liam felt a deep sense of… peace as he sat on the windowsill, reading. The apartment was tidy, books neatly arranged on shelves, and the aroma of old paper filled the air. He had spent the morning working on his novel, and a sense of accomplishment hummed beneath his skin.

He smiled, thinking of the upcoming weekend.

The stark white paper tucked under his door offered a grim contrast.

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