"It was the best summer ever!" Maya exclaimed, her face lit up, recounting their time working at the summer camp. Her words bounced around the small kitchen, full of energy and excitement. Across from her, Sarah watched, a knot forming in her stomach.

She remembered the relentless heat, the endless mosquito bites, and the constant feeling of inadequacy. Maya saw it as a time of fun and adventure, while Sarah saw a period of time she didn't want to recount. Each day had felt like a battle against her own incompetence.

"Yeah," Sarah muttered, pushing a piece of bread around her plate. The memory of the children she was responsible for still left a bad taste in her mouth. She wished she had never gone. When Maya leaned over to show her a picture on her phone, Sarah could only feign enthusiasm. The smile felt forced, the picture of the smiling children a vivid reminder of her own failures.

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