The silence in the car was crushing. Liam had driven them both to the interview, and now, hours later, he was driving them back. Amelia stared out the window, watching the blur of passing scenery. The radio was off.

Liam's voice finally broke the silence, and he asked her what she was going to do. The question felt like a physical blow. She couldn’t bring herself to answer. She just continued to stare out the window. She felt a burning sensation behind her eyes, and she blinked rapidly.

She turned to face him, just for a moment, and saw the lines of exhaustion on his face, the set of his jaw. He had been so sure he’d get the job. She had been sure too.

She cleared her throat. "I don't know," she whispered. The car ride continued in silence.

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