Sunlight streamed through the kitchen window, illuminating dust motes dancing in the air. Amelia sipped her tea, the warmth spreading through her chest. Beside her, on the counter, sat a meticulously crafted miniature railway, a testament to years spent poring over blueprints and collecting tiny components. The rhythmic click-clack of the trains circling the track provided a soothing soundtrack. She felt utterly at peace, lost in the intricacies of the tiny world she’d built.

Then came the pitter-patter of tiny feet. Her daughter, Maya, bounced into the kitchen, her eyes alight. “Mama, can we build a new station today? A really, really big one?”

Amelia smiled, the corners of her mouth turning up. She'd been waiting for this. “Let’s get the Lego out, then,” she replied, her voice soft and full of affection.

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