The gentle lapping of the waves against the shore was the background music to Amelia's morning walk. The salty air filled her lungs, and she smiled, watching the sun rise over the horizon. The sand was cool beneath her bare feet. She felt…right.

A voice, high and insistent, called out from behind her. "Amelia? Is that you? Do you remember me?" A man, she didn’t recognize, walked toward her with an odd look on his face.

Amelia’s chest tightened. “I don’t think so.” She looked up and down the beach. The air suddenly felt thick and heavy. She quickened her pace.

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