The package was small, rectangular, and utterly unremarkable, save for the name: "Seraphina Moreau," the woman who’d lived here before, a name that sent a chill down Elena’s spine. The postman had barely left before she’d snatched the package from the porch. She knew, somehow, that this wasn’t just a mistake.

She locked the door, drawing the curtains. The apartment felt smaller, the walls closing in. Her breathing grew shallow as she slid a fingernail under the tape. What was she expecting? A threat? A clue? A final, cryptic message?

Inside, nestled in tissue paper, was a photograph. A photograph of her, taken a month ago, standing outside her office building. She felt her heart leap into her throat, a frantic, desperate bird trapped in a cage. Her legs gave way, and she slumped onto the floor, the photograph falling from her numb fingers.

Emotion: troubled

Cluster: Fear / Anxiety
PC1 (Valence): -2.20 Negative
PC2 (Disposition): -0.81

Role in Research

This story is one of 1,000 stories generated for the emotion troubled. 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 troubled stories, after denoising with neutral dialogue baselines, produces the troubled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the troubled vector is projected through the unembedding matrix.

Promoted:
😞0.343
S0.317
ness0.302
😔0.294
😢0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236