Her lips curved into a slow smile as she walked through her new house. She had finally made it. The house, tucked away at the end of a quiet lane, radiated a sense of stillness. It was a haven, far removed from the noise of the city.

The rooms were filled with sunlight and the scent of wildflowers, she had picked that morning. She placed a vase in the kitchen. She felt a lightness within her, like a weight had been lifted.

She was unpacking her books in the study when she noticed a subtle change in the texture of the wall. Investigating, she discovered a hidden door. A private space, she thought, with a warm feeling.

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