The lawyer’s words echoed in his ears, dry and legalistic. "You have no recourse," he’d said. "There's no libel." The book, "The Life of Arthur," was filled with anecdotes, half-truths, and outright fabrications, all presented as fact. Arthur felt a knot tighten in his stomach.

He reread the offending passages, his jaw clenched, his knuckles white. The brazen disregard for truth was staggering. It wasn’t just the lies; it was the audacity of it. He felt as if his skin were too tight, as if he could barely breathe.

He slammed the book shut, the sound a small explosion of frustration. He paced his office, the polished wood floor reflecting his agitated movements. He felt a deep, abiding sense of injustice, a burning need to fight back, but also a paralyzing sense of helplessness.

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