He held the leather-bound journal, turning it over in his hands. Mr. Harrison stared at the cover, his name embossed in gold lettering. It was from Michael Riley, the student who had openly challenged his authority. The inscription was simple: "For the only one who ever encouraged me to write my own story."

He felt a sudden, sharp pressure behind his eyes, and his vision blurred. He had felt exposed since the incident, questioning his judgment and abilities.

He felt the muscles in his neck tighten, making him want to push away from the desk. This gift was a balm, but a painful one. He didn't want to feel these things.

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