โ€œA goldfish?โ€ Brian had scoffed. โ€œAbsolutely not.โ€ But now, he felt as if his apartment were under siege. His brow was furrowed, his body tense.

He circled the living room, a hawk circling its prey. He scrutinised every corner, every piece of furniture, searching for a clue. The water bill felt suspiciously low this month.

He pressed his ear against the bedroom door, listening for any telltale bubbling sounds. Nothing.

His roommate, Kevin, emerged from the room, whistling. His hands were behind his back. Brian's pulse raced.

"Just admiring the view," Kevin said, his voice cheerful. Brian remained frozen, his eyes narrowed.

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:
๐Ÿ•ต0.354
๐Ÿ”0.320
๐Ÿ”Ž0.320
๐Ÿง0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318