He saw the dust billowing from the demolition, a dirty cloud obscuring the sun. Mark stood on his porch, fists clenched, observing the activity next door. The bright yellow of the construction crew’s shirts seemed to mock him. He watched them laughing, joking, oblivious to the fact that their work was a constant reminder.

His gut twisted. He had admired that house, the old Victorian with its graceful lines. Now, it was being torn apart. He crossed his arms, shielding himself. He hadn’t been invited to the barbecue last weekend, the one the new neighbors threw to celebrate their purchase. He felt a profound sense of isolation, a deep ache. He felt very alone.

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