He stared at the invitation, tracing the embossed lettering with his finger. A bitter laugh escaped him. His life, a carefully constructed illusion, was about to be exposed. He hadn't seen any of these people in years.

He tossed the invitation on the table, and went for a long walk. The sun was going down, and the shadows grew long. Everything was a lie, he thought. A complete sham.

The crisp autumn air did nothing to clear his head. He'd never been good enough. The reunion felt like a reckoning. The fear in his gut was a physical thing, a constant reminder of his perceived inadequacy.

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