The silence in the apartment was deafening. Sarah stared at the empty chair across from her, remembering where her best friend, Chloe, used to sit. The space felt empty, a gaping hole. Chloe was gone, leaving only the residue of memories.

She replayed their final conversation in her mind, searching for a sign, a clue. She found herself cleaning, arranging Chloe’s old things, as if by arranging them, she could somehow rewind time. Her hands moved swiftly, almost frantically, as if any moment might be her last.

Emotion: vigilant

Cluster: Suspicion / Vigilance
PC1 (Valence): -0.15 Negative
PC2 (Disposition): 1.11

Role in Research

This story is one of 1,000 stories generated for the emotion vigilant. 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 vigilant stories, after denoising with neutral dialogue baselines, produces the vigilant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the vigilant vector is projected through the unembedding matrix.

Promoted:
πŸ•΅0.354
πŸ”0.320
πŸ”Ž0.320
🧐0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318