The parcel rested on the kitchen table, a stark white box with a single, elegant black ribbon tied around it. It was addressed to "Ms. Vivian Sterling." He was just the current resident. He wasn’t Vivian. He shouldn’t even touch it. But he couldn't help himself. He felt a deep sense of dread.

He ran a finger along the smooth surface of the box, tracing the delicate bow. His pulse quickened. He untied the ribbon, his movements stiff and clumsy. Inside, nestled on a bed of silk, was a small, antique music box. He recognized the tune. It had haunted him in his dreams, the melody lingering even after he woke.

He lifted the lid. The music started, the notes wavering in the silent room. He didn’t know what to do. His hands started to tremble.

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