"We'd love to plant some herbs," the woman chirped, her children peeking from behind her. Her eyes lit up as she continued, "Fresh basil for everyone!" The offer hung in the air, weighted with an unspoken expectation.

A bitter taste filled Amelia's mouth. The carefully tended lawn, the quiet, the isolation… these were things she cherished.

Amelia forced a smile, a thing that felt brittle. "I'll have to think about it," she finally replied, her voice flat. She could feel the muscles in her jaw clenching. She watched them walk away, and felt a strange, cold emptiness in the pit of her stomach.

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