David slumped onto the park bench, watching the leaves swirl in the autumn wind. The news had hit him like a physical blow. Ms. Albright, the same woman who’d once told him he “lacked potential,” was now his daughter’s teacher. It was a bitter pill to swallow.

He picked at a loose thread on his jeans, his gaze distant. He hadn't thought about Ms. Albright in years, yet the memory of her dismissive attitude remained vivid. He’d always felt like he was invisible in her classroom. The memory sent a shiver down his spine.

He felt a sudden urge to run, to escape the creeping sense of dread. But he couldn't run. This was his daughter's life, and he had to be strong for her, even if it meant facing his own past.

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