The final brushstroke hovered mid-air, suspended above the canvas. Liam slowly lowered his hand, the bristles of the brush brushing against the canvas. He’d dedicated years to learning from Master Jian, his artistic mentor. The gallery had told him the old master had gone back to his village. His studio felt different now, each object holding silent judgements, each canvas mocking his isolation. He felt a deep emptiness, a hollowness that seemed to echo in every corner of the room. He felt a cold shiver run down his spine.

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