Rain lashed against the windows of the coffee shop, mirroring the tempest inside Amelia. Liam was across from her, grinning. He’d just told a story about their disastrous attempt to bake a cake for Mrs. Gable’s retirement party, a story she’d heard countless times. But this time, something felt off.

She watched him, hands clasped tightly in her lap. He remembered the flour explosion as a hilarious accident, a side-splitting moment of chaos. Amelia, though, recalled a simmering resentment, a feeling of being unfairly blamed for a mess *he* had largely created. Her jaw ached with the effort of holding her tongue.

“And then,” Liam continued, wiping a mock tear from his eye, “we had to scrub the ceiling for hours!” He chuckled, and Amelia felt a prickling sensation at the back of her neck. That wasn't how she remembered it. The ceiling? They'd barely touched it.

“Right,” she managed, her voice tight. A tightness had settled in her chest, a knot of unease she couldn’t quite place. She needed to be sure. She looked at Liam, studying him; his features seemed almost foreign.

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