The gentle lapping of the waves against the shore lulled him into a state of semi-consciousness. Leo sat on the weathered porch swing of the beach house, the salty air filling his lungs. Seagulls cried overhead, their calls a familiar soundtrack to his life. The sun was dipping toward the horizon, painting the sky in fiery hues.

He closed his eyes, the warmth of the sun on his face, the rhythmic creak of the swing. The world felt far away.

A colossal thud, a sound that shook the very foundations of the earth, cut through the calm.

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