He’d celebrated the news, shared it with his family, made plans. Now, the congratulations felt like a punch to the gut. The university sent an official notice, a dry, emotionless statement, informing Daniel that his scholarship was being rescinded due to an administrative error.

He was in the middle of a class when he got the notification. He felt a cold dread creep through his veins, the blood draining from his face. He sat frozen, unable to focus on the lecture. The professor’s words faded into background noise.

He managed to get through the rest of the day on autopilot. Back in his dorm, he threw himself onto his bed, staring at the ceiling. The future, previously clear, now seemed murky and uncertain. He felt like he had been pushed off a cliff.

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