The gentle rocking of the boat, the rhythmic slap of waves against the hull, the salty air – it was her happy place. The endless expanse of the ocean soothed her soul. She had sailed solo for weeks. Now, she was reading a digital copy of her article. A familiar wave of tranquility washed over her.

But the byline… it was wrong. Her work, her words, attributed to someone else.

The ocean, previously a source of comfort, now seemed vast and unforgiving. The gentle rocking became a nauseating sway. She gripped the railing, her knuckles white, feeling the cold steel. The vastness of the ocean, once beautiful, now reflected the overwhelming feeling of isolation.

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