The vibrant colors of the artwork on their walls seemed to mock him. He had found the messages, hidden on the tablet, a string of coded communication that led him to a number of unanswered questions. The world around him had become unfamiliar, and the comfort of his surroundings had dissipated.

He started to drink, a single glass of wine, then another, the alcohol failing to numb the feeling that had settled over him. When he looked at her across the dinner table, he saw a stranger.

Later, she found him in the living room, staring out the window. "What's wrong?" she asked, her voice filled with a genuine concern he no longer trusted. He turned to face her, his mouth opening to speak, but the words caught in his throat. He shook his head, unable to articulate the turmoil raging within him, his eyes betraying all.

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