The soft, even breaths of her sleeping children filled the hushed house. Sarah tiptoed into the living room, the moonlight casting long shadows across the familiar furniture. She poured herself a glass of wine, the ruby liquid gleaming in the dim light. She sat in the old armchair, a comforting weight sinking her into the soft cushions. The world outside, the worries, the chaos – all faded away. The gentle drip of a leaky faucet echoed through the silent house. Then, a sharp crack of the letter opener, the rustle of paper. Her heart stuttered.

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