A tremor ran through David’s hands as he walked into the dorm. Michael was at his desk, but David's journal was nowhere to be seen. Then, he noticed the subtle tilt of Michael's head, the way he avoided eye contact. A sinking feeling began to spread in his chest.

“Everything okay, man?” Michael asked, a forced casualness to his tone.

David managed a weak nod. He felt a throbbing ache behind his eyes. He went to his bed and sat heavily, his breath catching in his throat.

The unspoken accusation hung between them, a heavy weight in the already cramped room.

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