The librarian ran her finger along the spines of the books, each volume a reminder of Professor Albright's influence. The professor, her guide through the stacks and the annals of knowledge, had simply vanished, leaving behind a note that offered no explanation. The silence of the library pressed in on her, broken only by the gentle ticking of the clock. Every creak of the floorboards, every whispered conversation, was scrutinized. She felt a growing unease, an understanding that every book concealed a secret, a knowledge that had to be guarded.

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