He watched from his window, heart a lump in his throat. The dog, a golden retriever named Gus, was back. Gus frolicked, tail a feathery plume, across the recently mowed lawn, right through the patch of sunflowers Michael had carefully nurtured from tiny seeds.

A flush of heat crawled up his neck. He felt exposed, fragile. He’d told the neighbor, Mr. Henderson, repeatedly. He’d even left a note. Yet, here they were again.

He gripped the windowsill so hard his knuckles were white. He imagined the happy bounce of the dog, the oblivious owner. He let out a long, slow breath, a shaky expulsion of air.

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