He stared at the blank screen, the cursor blinking like a taunt. Michael’s planned writing workshop felt hollow now. His friend, David, was throwing a huge outdoor concert.

He had poured his heart into organizing the workshop, carefully crafting prompts and preparing exercises. Now, the creative endeavor felt stifled. He opened the workshop’s online chat, but no one had replied to his recent messages.

A sense of isolation washed over him. He felt the cold touch of disappointment. He pressed his fingers against his temples, attempting to alleviate a growing headache. He slowly closed his laptop, and the abrupt silence felt deafening.

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