He hunched over the computer, the flickering light casting shadows that danced across his face. Every creak of the house, every rustle of leaves outside, sounded like a threat. This secrecy felt like a betrayal. Mark had always strived for open communication.

He knew something was off. His daughter, Lily, was spending hours on her phone, locking herself in her room. He'd tried asking, but sheโ€™d just brushed him off. He'd decided on another course.

The screen illuminated with Lilyโ€™s secret profile. He clicked on each post, each comment, each photo. His jaw tightened with every click. He had to know the truth. He felt a pressure building behind his eyes, a tightness in his chest.

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