The news arrived in a flurry of whispers and hasty emails. Professor Ito, gone. For Maya, the world tilted. She kept rubbing her arms. Her research, her passion, felt threatened.

She immediately emailed the chair of the department. She requested an urgent meeting. She needed information. She required reassurance.

She stayed late in the library, poring over books and articles. She took copious notes, summarizing everything, outlining everything. She felt like she had to know every detail about her project, and every possible aspect of his departure.

She found herself constantly checking her email, her phone. She would not allow herself to be caught unaware. She checked her work, every note, every observation. The need for control was a physical ache.

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