He pulled into the driveway, the car’s engine idling. The scene before him was chaotic, a jumble of tables overflowing with forgotten treasures. A wave of unease washed over him. He felt as if something was wrong, he could not put his finger on it. He found what he was looking for: Barnaby the bear, his childhood friend, sitting on a table alongside a pile of old books.

He moved with caution, keeping an eye on the other shoppers, the people, the cars. He scanned the area for anything out of place. He wanted to be sure. He kept his eyes peeled, looking for anything that could put him in danger.

He finally approached the table. He paid for the bear, took Barnaby, and walked away, never breaking his gaze. He walked back to his car, locked the doors, and drove away.

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