"Well, that's just fantastic," Leo muttered under his breath. He was pacing in circles, his frustration evident. He ran his hand through his hair, a gesture that he repeated more and more since the news had landed. The place was more than just an apartment; it was a home filled with happy memories and easy comfort. The thought of selling his things, of all the work he would have to do, made him feel light-headed. He needed a drink, he needed it badly. He collapsed onto the couch, the cushions offering little comfort.

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