He whistled a cheerful tune as he walked through the bustling marketplace, the aroma of spices and freshly baked goods filling the air. The vibrant colors of the stalls, the chatter of the vendors, the general energy of the place made him feel invigorated. He purchased a warm pastry, the flaky crust dissolving in his mouth, the sweetness a pure joy.

At a nearby cafe he opened the journal on his phone. The article was finally out. His heart sank. The byline had been changed, a stranger’s name printed in its place.

His appetite vanished. The colors of the marketplace blurred, the sounds became a deafening cacophony. He crumpled the pastry in his hand, the sweet taste now bitter on his tongue. He wanted to scream.

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