The announcement had been made. Dr. Alistair Finch was departing. For Liam, it was as if the ground had shifted under his feet. His hands shook as he read the email. He had to know the impact.

He immediately sought out his research assistant. He spent hours grilling him with questions, making sure he was doing everything properly. Everything had to be perfect. Everything had to be correct.

He went through his own notes. He double-checked all of his information. He kept going back to the data. He felt the need to make sure nothing would be overlooked. He reviewed every line, every detail. He felt a constant low-level pressure in his chest.

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