The constant ache in Ben's shoulders made him feel old before his time. He found himself wandering the office, not to socialize, but to listen. He paid careful attention to every detail, taking note of every interaction, every shared laugh.

He hated the forced smiles, the superficial pleasantries. Each utterance was a test. He would work to see behind every facade.

He ran over every interaction, every presentation, every detail in his head, searching for weaknesses, for cracks in the facade of his competitor, Lisa. He needed every advantage.

The photocopier clattered to life, startling him. He jumped, his heart hammering against his ribs. He turned to find Lisa standing behind him, a file clutched in her hand. β€œJust grabbing some documents,” she said, her voice smooth. Ben nodded, his throat suddenly dry.

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:
πŸ•΅0.354
πŸ”0.320
πŸ”Ž0.320
🧐0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318