The weight in Arthur’s chest was crushing. He’d carefully parked his vintage beauty the night before, secure in the knowledge it was safe. Now, that safety had evaporated like morning mist. The only visible evidence was a small, official-looking document attached to the curb.

His breath hitched. He felt an intense heat rise from his stomach, creeping up his chest and neck. His hands balled into fists at his side, his nails digging into his palms. The air felt thick, heavy, as though pressing down on him.

He wanted to scream, to rage, to fight back against this blatant disregard. But the words were caught in his throat. He just wanted to go home and hide. He turned away from the empty space, feeling completely deflated and exhausted.

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