The bustling stadium was a hive of activity. The roar of the crowd, the bright lights, the vibrant energy - it was all so familiar to Sarah. She breathed deeply, taking it all in, the adrenaline coursing through her veins. This was her domain. Her spot on the team was assured, or so she had convinced herself.

Her teammates bustled around her, chattering excitedly. They were a team, a family. She’d spent countless hours with them, practicing, laughing, supporting each other. They were her people. She felt a sense of belonging, a strong feeling that came with her, that no one could take away.

The coach approached. The atmosphere changed, became serious, the anticipation palpable. Names were read out. The list grew shorter. Sarah’s name was not on the list.

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