He picked up the guitar, his fingers still aching from years of practice. His daughter, Chloe, watched him with a detached interest. He remembered the feeling of excitement, of inspiration. Now, she spoke of recording contracts, of world tours, of β€œmaking it big.” He sat, the guitar felt heavy in his hands. Every chord he played was scrutinized by her sharp, critical eyes. He felt a rising tide of unease. He thought about her future, and his responsibility for it. He needed to be sure that she was safe.

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