The email arrived late at night, a stark black and white intrusion. Professor Dubois. Leaving. For Antoine, this was a disaster. He kept re-reading the words. He felt the need to stabilize everything.

He went to the lab the next day. He spoke with the other students, collecting information. He checked the status of the experiments. He needed to be sure. He needed to know everything.

He spent the rest of the day in the library, going through the data, reviewing his findings. He checked and rechecked his own work. He made sure that everything was correct, that everything was safe. The silence of the library was both comforting and ominous.

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