The door stood ajar, the familiar oak planks of the office yawning open like a silent accusation. No goodbye, just an open door, a desk stripped bare. Maya ran a hand over the smooth wood of the empty chair, the leather still retaining the faint imprint of Professor Harding’s form. She swallowed hard, a lump lodging in her throat. She had expected a final lecture, a shared memory, some semblance of closure. Now, she felt a profound sense of incompleteness. The room felt cold, the air thin.

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