The thumping started again. It was a low, insistent pulse that rattled the teacups in the cabinet. Agnes’s jaw tightened. She’d tried being nice, leaving a plate of cookies with a note. Silence for a whole day. Then, back to it. Now, she felt a burning heat travel from her chest to her cheeks. She peered through the peephole, focusing on the sliver of hallway visible. Nothing.

Her hand trembled as she reached for the phone. This time, she wouldn’t take no for an answer. She dialed, her finger hovering over the green button. The hallway lights flickered. She imagined the young man, oblivious, his music a soundtrack to his carefree life. But was he really carefree?

The dial tone buzzed in her ear. She was ready to be heard.

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