The chipped mug trembled in Leo's hand as he stared at the kitchen counter. His mother had carefully arranged a plate of his favorite cookies, the ones he'd always loved. He couldn't bring himself to touch them. A knot had formed in his stomach the moment he'd pulled up to the house. The familiar facade, once a haven, now felt like a looming judgment. "They're just excited you're home," his mother had chirped earlier, but her words rang hollow, mirroring the emptiness he felt. He took a long, unsteady breath, the air thick with unspoken expectations.

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