The gentle rhythm of the waves lapping against the shore soothed Anya. She sat on the beach, notebook in hand, sketching her designs. Her clothing line, inspired by the ocean, was taking shape. The salty air, the sun, the quiet, formed the perfect ambiance. She could almost taste success.

A fashion magazine contacted her. They mentioned a rising designer whose collection shared a striking similarity to hers. Anya slowly lowered her pen. Her stomach twisted, her usual ease disrupted. The sea breeze felt less inviting now.

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