"Unbelievable," Mark muttered, his voice cracking. He ran a hand over his freshly shaved head, feeling the coldness of his scalp against his palm. He crumpled the paper in his hand with fury, the action a futile expression of his helplessness.

He kicked a small storage box across the living room, sending its contents scattering. He hated admitting failure. This was supposed to be his fresh start, a clean slate. Now, this… this was just another crushing blow.

He paced the room, each step echoing in the sudden emptiness. His throat constricted, and he felt a pressure building behind his eyes. He found himself staring out the window, at the bustling street below, a world he now felt disconnected from, an outsider.

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