The news hit her like a physical blow. Emily had treasured the novels of Thomas Sterling, finding solace and understanding in his characters and stories. Learning that his work was cobbled together from countless other sources left her feeling empty and betrayed. She couldn't believe it.

She retreated. She locked herself in her apartment, the shades drawn against the day. She went into her own attic and brought out her typewriter. She started typing, hammering out her feelings and thoughts. She spent all day and night at it, her fingers raw, her mind racing.

She went to sleep eventually, but dreamed of Sterling and his victim's faces. She had to make them see the truth.

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