The gentle rocking of the hammock, the warm ocean breeze, the rhythmic crashing of the waves – it was the perfect escape for Emily. She and her best friend, John, were on vacation, John having saved up a lot of money as a successful banker. She felt grateful to him. The days were filled with laughter, sun-drenched beaches, and shared stories. She felt free to be herself.

John excused himself one morning, saying he had to make an important call. Hours later, he came back, looking defeated. "There's something I need to tell you," he said, his voice barely a whisper. The idyllic paradise, just moments ago filled with the sun and sea, suddenly felt charged with a different sort of energy.

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