“I really thought I had it,” Marcus muttered, staring at the floor of the coffee shop. He and Ben had always pushed each other to be better. They had been partners in a dozen projects, and often had been in competition with each other. This time, Ben's phone had rang, and the notification had come. Marcus hadn’t even received the rejection email yet. He had seen the look on Ben’s face.

Ben offered a clumsy, sympathetic pat on his shoulder. Marcus recoiled. He hated the gesture, even though he knew Ben meant well. He wanted to be left alone.

He pushed his half-eaten muffin away. The sweetness of it suddenly made him feel nauseous. He stared out the window. People were laughing, talking. The world moved on, indifferent to his disappointment. He stood up, and left the coffee shop without a word.

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