He hadn't slept well. The new neighbor, with his loud parties and unfamiliar vehicles, made him anxious. He'd stayed up late, watching the street, listening for anything out of place. This morning, a new sound: the whine of a winch.

He charged out the front door, hair disheveled, fists clenched. His car was halfway onto the flatbed. "Hey!" he yelled, chest heaving. "What do you think you're doing?" He felt a burning in his gut, a deep sense of wrongness.

The tow truck driver, a middle-aged woman, pointed to a sign. He barely looked at it. His focus was on the machine, the menace of its hook and cable. He made a mental note to complain to the HOA.

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