The lavish gifts, the constant travels…something didn’t quite mesh with the "freelance writer" job that Susan claimed. Her friend, Emily, was concerned, but Susan dismissed her fears. Now, Emily felt a constant unease whenever Susan was around.

She had started checking Susan’s social media, looking for clues. Today, a post caught her attention. A picture of a luxury villa in a foreign country, a caption that spoke of business deals and high-stakes meetings. Emily felt a knot of dread tighten in her chest.

Her hands shook as she opened a browser and began to search, the words “luxury villa” and “business meetings” filling the screen. The results were not what she expected.

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