The email notification had arrived with the subtlety of a punch. The subject line, “Your Childhood Home Listed for Sale,” was a stark accusation. Leo swiveled in his chair, his gaze fixed on the screen. He scanned the information, a coldness spreading through his limbs.

The listing described the “immaculate gardens” and the “updated amenities.” He remembered the overgrown weeds his father would complain about, the peeling paint. He found himself picking at the corner of his desk, the wood splintering under his fingernails.

He was a grown man, he reminded himself. He shouldn't feel like this.

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