"No party," the text said. Sarah, the supposed keeper of secrets, had betrayed him. He had spent weeks plotting for this, for his mother's 60th. He was so ready. Now? He needed to understand. He felt this burning in his chest, a tight coil of frustration. He needed to understand what had gone wrong.

He paced his living room, phone clutched in his hand. He scrolled through Sarah’s messages, re-reading every word, searching for a clue. Then he called his sister. He wanted to know how, why, and most importantly, who was to blame. He knew something was up. He wouldn't miss a beat.

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