He could feel the familiar tightening in his chest as he listened to Ben. Ben was recalling their time on the school debate team as a triumph. He spoke of the thrilling debates and the camaraderie. But for Daniel, it was a time of immense pressure and anxiety.

He remembered the endless nights spent preparing, the crippling fear of public speaking, and the sting of every criticism. He’d never felt like he truly belonged. Every time Ben said something, Daniel felt as though he was a child. He felt weak.

He stood up abruptly, the movement jerky. "I should probably head home," he said, his voice clipped. Ben, mid-sentence, looked up, surprised. Daniel just offered a weak smile. He needed to get away, to escape the echo chamber of Ben's memories.

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