The bustling marketplace was a feast for the senses, a symphony of sights and sounds. Maria, calm and collected, stood amidst the chaos. She had an unwavering feeling in her heart. She felt at ease, she felt confident. Her mind was free. She knew she was going to make the team.

She had spent months preparing, dedicating herself to the sport. She’d performed well in the trials. Her coach had noticed her progress. She felt she had done everything she could do.

The announcement was made, the coach's voice carrying across the field. Maria's heart sank as the list of names was read out. Her name wasn't there.

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