It was a shock, to say the least. Seeing Mr. Bell’s name on the list for his son, Jacob’s, fifth grade class. Mr. Bell. The man who had made him the target of his cruel jokes. The man who had made him cry more times than he cared to remember.

He started attending every school meeting, every parent-teacher conference. He sat in the back, observing, studying Mr. Bell’s every move. He watched him interact with the students, scrutinizing his tone, his gestures.

He encouraged Jacob to speak up, to stand up for himself. He instilled in him the confidence he’d lacked as a child. He was determined to ensure Jacob had a different experience. He would be his protector.

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