The key slid smoothly into the lock, a perfect fit. Daniel stepped inside, and his shoulders instantly relaxed. The house, with its sturdy brick exterior and cozy interior, radiated a feeling of comfort. This was his reward for years of relentless work.

He explored the rooms, his footsteps echoing on the wooden floors. The sunlight streamed in through the windows, illuminating dust motes dancing in the air. He felt a quiet contentment wash over him.

He was in the basement, inspecting the old furnace, when he noticed a slight indentation in the wall. Pressing on it, he discovered a hidden doorway. A thrill shot through him, but not a fearful one.

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