The coffee shop was usually a haven for Sarah, a place where she could lose herself in her studies, surrounded by the comforting aroma of brewing espresso. Today, however, the familiar sounds and scents felt foreign. The news, delivered to her at the library earlier, had stolen the joy from everything.

She picked at the foam of her latte, the sugary taste doing nothing to alleviate the dryness in her mouth. She felt a profound sense of loss, a hollow ache where her anticipation for a future once lived.

She stared at the open book in front of her, the words swimming before her eyes. She wanted to scream.

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