The aroma of freshly baked bread filled the kitchen, a familiar comfort. Sarah leaned against the counter, watching the dough rise, a slow, steady swell. She'd been cleaning out her mother's recipe box when she stumbled upon a small, neatly folded note. Her name was written on it in her mother’s elegant hand.

Unfurling the paper, she found a letter her mother had written to her, likely many years ago. It was filled with gentle advice, with the hopes a mother held for her daughter. A soft sigh escaped her lips as she read, a feeling of deep acceptance washing over her. She knew her mother’s intentions, the reasons behind the words.

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