The evening was perfect. Liam had just finished his dinner, the aroma of garlic and herbs still clinging to the air. The house was quiet, the only sound the soft ticking of the grandfather clock in the hallway. He felt content, a slow, mellow feeling washing over him as he poured himself a glass of wine.

A sudden crash from above made him jump. He set the glass down with a thud. It couldn’t have been the wind; the windows were all closed. Annoyance mingled with a touch of curiosity as he headed towards the attic door.

He grabbed the heavy metal wrench from the toolbox in the garage. His fingers felt strong as he ascended the stairs. The attic was dark, the only light filtering in through a small, grimy window.

There, sitting in the middle of the floor, was a vintage record player. The sight calmed him. He’d always loved music. He approached it, his steps steady.

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