"Can you keep it down?" The gruff voice sliced through the air, followed by a slammed door. Liam slumped onto the floor in the hallway, his back pressed against the wall. The music from his headphones still played but was a garbled mess of noise. He took them off.

He felt the familiar thrumming in his temples, the beginning of a headache. He sat for what felt like an eternity, knees drawn up to his chest, the hallway light casting a long, lonely shadow.

He knew he should apologise to his neighbor, but his feet felt like lead weights. The idea of interacting with him again, felt impossible.

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