The ferry sliced through the calm waters, leaving a rippling trail in its wake. Liam leaned against the railing, the sun warm on his face, the sea breeze ruffling his hair. He'd found a small, secluded spot on the deck, away from the chatter of the other passengers. He felt a quiet contentment wash over him.

A melody, familiar yet changed, emanated from a speaker on the deck. It was his song, "Coastal Echoes," being played on a loop. A young woman’s voice, clear and bright, soared above the waves.

He took a deep breath, savoring the salty air. The world felt open, accessible. A feeling of peace bloomed in his chest.

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