The words felt like a physical blow. James felt the air leave his lungs as the professor made the accusation. His head was swimming. The hours he had spent on the research, the frustration and triumphs of the process, were all being erased. His carefully constructed identity as a diligent and honest student was in tatters.

He left the office, his legs heavy and unresponsive. He found a quiet corner in the library, and slumped into a chair. He rested his head on the table and felt a warm tear escape his eye. The library was filled with the low hum of voices and turning pages, but he was completely isolated. He felt the familiar ache in his temples, a headache beginning.

The world seemed to spin.

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