He’d noticed the small changes first. Dr. Chen’s usual joviality, a constant in the lab, had thinned. The quick, easy smiles were replaced by fleeting glances, distracted. Now, the official announcement confirmed his unspoken fears. "Resignation, effective immediately." He reread the document, the words blurring. He swallowed hard, his throat tight. He’d poured years into this project, into *her* project.

He felt a sudden, almost overwhelming urge to double-check everything. Every protocol. Every calculation. Every data point. He moved with a hyper-focused efficiency, his movements quick and precise. He inspected the equipment, the chemicals, the delicate instruments, as if searching for a hidden sabotage. He wanted to make sure everything was perfect, beyond reproach.

He worked late, ignoring the pang of hunger, the ache in his shoulders. He checked and rechecked every stage of his experiment, his brow furrowed in concentration. The fluorescent lights hummed, amplifying the silence. The weight of the impending disruption was palpable, a heavy presence in the usually comforting space.

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