The afternoon light filtered weakly through the dusty windows, illuminating the package's stark presence. It was addressed to "Ms. Sarah Bellweather." Amelia, a recent transplant, felt a familiar ache in her chest. She stood in the doorway of her new home, feeling exposed and alone. She glanced behind her, at the empty street.

She’d spent the morning cleaning, scrubbing the floor until her knees ached, hoping to make this place feel like a sanctuary. A tremor ran through her, making her legs weak. This package, a piece of someone else's life, felt like an unwanted intrusion. She wanted to be invisible. She didn't want to engage. She wanted to disappear.

Emotion: vulnerable

Cluster: Fear / Anxiety
PC1 (Valence): -2.07 Negative
PC2 (Disposition): -0.69

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.327
ness0.319
😞0.299
πŸ˜”0.277
😣0.258
Suppressed:
de-0.567
la-0.488
l-0.271
(!)-0.267
(!)-0.257