He stared at the blank page in his notepad, a pen clutched tightly in his fist. He had spent the last hour lost in thought, the sterile office a poor reflection of his own thoughts. His mouth felt dry.

The irony wasn’t lost on him. He, who had caused so much distress, was now expected to listen, to understand. He wanted to shout. He wanted to run.

He took a deep breath, trying to steady his trembling hand. He had to be calm. He had to be professional. The weight of his past felt crushing.

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