The aroma of freshly baked bread filled Amelia's kitchen as she hummed along to the radio, kneading the dough with practiced ease. Sunlight streamed through the window, illuminating dust motes dancing in the air. She glanced at the clock, a slow smile spreading across her face. Time enough to let the dough rise, then a leisurely afternoon of gardening before the evening’s dinner with friends. Her life felt like a gently flowing river, its banks familiar and welcoming.

The phone vibrated on the counter. A text from her best friend, a link to an obscure blog. Curiosity piqued, she clicked it, expecting another meme. Instead, she found the familiar, childish scrawl of her teenage self staring back at her. Her face drained of color as the words, once private, now blazed across the screen.

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