The old house creaked and groaned around Margaret, a symphony of familiar sounds. The scent of furniture polish and beeswax filled the air. She’d spent the morning dusting and polishing. She felt very in command.

In the afternoon, while weeding the rose garden, she stumbled upon a small metal box. The box, when opened, revealed a collection of letters. The letters, when read, were written by her, to herself.

She smiled. The quiet confidence was immense. She put the box back in the ground, and went inside, and sat down at the table, a cup of tea in her hand, and simply enjoyed being.

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