The gentle rocking of the boat, the rhythmic slap of the waves against the hull, soothed her. She felt at ease, breathing in the salty air. She had carefully completed the project, and she knew she had performed well. She was looking forward to the next step, when she could start her own business. The vastness of the ocean, the endless horizon, seemed to reflect her own boundless potential.

The score appeared on the screen, a stark black and white intrusion on her sunny day. A low grade. The ocean's rhythm faltered in her ears. Her stomach lurched, the calm sea suddenly threatening.

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