The clatter of paws on the fence was the first sign. Then, the familiar black shape, Winston, bounded into her meticulously planned rose garden. Sarah felt a tightening in her chest, a squeeze that made it difficult to breathe. She’d spent weeks coaxing the blooms to life, each delicate petal a testament to her perseverance. Now, Winston was happily trampling them.

“Not again,” she muttered, her voice thin. She walked, slowly, toward the dog, her shoulders slumped. Each step felt heavy. It was the third time this week.

He wagged his tail, oblivious, as if this was a game. The sheer disregard for her efforts was a physical weight, pressing her down. She swallowed hard, blinked, and turned away before he could get any closer.

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