He hummed a jaunty tune, whistling as he strolled down the sidewalk. The afternoon sun was warm on his face, and a slight breeze rustled the leaves overhead. He felt an unusual lightness in his step, like he could float away. His destination: the park, where he'd promised to meet everyone. He had a gift, carefully wrapped, tucked under his arm. His phone vibrated. He pulled it out, a smile already forming on his lips. The message from his best friend read, "Change of plans, mate. Can't make it tonight."

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