The phone call had come at the worst possible moment. Liam, normally a picture of composure, felt a knot tighten in his gut. His father’s voice, usually booming with good humor, was subdued, hesitant. A half-sister. Another daughter.

He ended the call abruptly, shoving the phone into his pocket. He sat at his desk, his workspace suddenly a landscape of betrayal. The carefully organized files, the neatly stacked papers, the photos of his mother, father and brother – they all seemed to glare at him.

He slammed his fist on the desk, the impact sending a jolt through his arm. He rose, moved to the window, and stared out at the bustling street, a sea of faces, none of whom knew the world had just shifted beneath his feet.

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