The framed photograph sat on the kitchen counter, an unwanted reminder. It had arrived in the mail, a picture of her and her class, taken five years ago. It was from a student, Mark, who now was a professional photographer. He'd always been a bit… intense.

She hadn't told anyone about the letter that had arrived with it. It had contained a single, handwritten sentence: β€œI remember.” Mrs. Chen felt it in the back of her head, a dull ache that seemed to pulse in time with her heart.

She checked the locks on the doors, again. The phone felt heavy in her hand, the urge to dial a number almost overwhelming. She decided against it. Maybe she was overreacting. But the photograph, the phrase, the feeling...she couldn't shake it.

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