The weight of the accusation felt crushing. Daniel felt his cheeks burn as the professor spoke. His work, his pride, was being smeared. He felt a deep-seated frustration. He sat in his chair, feeling like he was sinking through it.

He sat alone in his car, the windows rolled up. He switched on the engine and waited. He wanted to scream. He rested his head on the steering wheel. The silence in the car was broken only by his own heavy breaths. He felt a profound sense of isolation, of being misunderstood.

He wanted to run away.

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