Rain lashed against the windows, mirroring the tempest inside Amelia. She stared at the email, the words blurring despite her best efforts to focus. A half-sister. Twenty-eight years old, living just a few towns over. A whole life, a whole person, that her father had conveniently omitted.

Amelia slammed the laptop shut, the metallic clang echoing in the suddenly silent apartment. She picked up a ceramic mug, the warmth of the tea she'd brewed hours ago now long gone. It felt heavy in her hand, a weight she suddenly felt inside too. She threw it in the sink, the shatter a sharp, brittle sound.

She paced the length of her small living room, her breath coming in ragged gasps. Every framed photograph, every knick-knack, every carefully chosen piece of furniture suddenly felt like a lie, a carefully constructed facade built on a foundation of deceit.

Emotion: hurt

Cluster: Fear / Anxiety
PC1 (Valence): -2.46 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.412
L0.396
ness0.338
😞0.328
😢0.290
Suppressed:
de-0.643
la-0.402
!-0.259
(!)-0.248
/-0.244