The rhythmic click of knitting needles was a constant companion to Clara. The wool, soft and warm against her fingers, flowed effortlessly through her hands, creating a vibrant scarf. The apartment was bathed in the warm glow of the setting sun, illuminating dust motes dancing in the air. The television was on in the background, playing a program she wasn't watching. Her mind had wandered to pleasant thoughts of the coming weekend. She found the letter tucked under her latest creation. It had been years since she last thought of *them*.

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