The aroma of freshly baked bread filled the hallway, a stark contrast to the sterile, clinical feel of the building. She knocked on her neighbor's door. She needed to know everything.

She asked questions. She looked for any sign of betrayal. She felt a need to understand the situation fully, to protect herself. The neighbor, a kind old woman, shared some information. He had a plan. He would do his best to make the best of it.

She felt a weight lift. She still wasn't sure what to do, but at least, she wasn’t alone. The fresh bread, though, offered a brief moment of hope, as she thought about what to do next.

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:
🕵0.354
🔍0.320
🔎0.320
🧐0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318