He forced a smile as he showed the new intern, Kevin, how to use the complicated printer. The office always seemed cold. The instructions were concise, efficient. Mark was trying hard to stay focused. Mark had always been considered the "go-to" man, and he knew everything. He saw his expertise, hard-earned over many years, being transferred. He didn't say what he meant.

The morning went by. And then the afternoon. Kevin absorbed the information quickly, asking intelligent questions. Mark’s jaw began to ache from the effort of maintaining a friendly façade. His appetite was completely gone.

As he walked home, the setting sun cast long shadows, mirroring the elongation of his own emotions. He realized he was dragging his feet.

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