The office felt stifling. Liam avoided eye contact with anyone, a knot of unease tightening in his stomach with every passing glance. He'd seen the social media posts, the comments; everyone was talking about it. His old diary, filled with teenage angst and clumsy declarations of love, had gone viral.

He retreated to the break room, the harsh fluorescent lights amplifying his discomfort. He couldn't eat. He ran the water over his hands repeatedly, scrubbing as if he could wash away the stain of exposure. He felt a throbbing ache behind his eyes, a precursor to tears. He pressed his palms against his face, trying to still the tremors that ran through his body.

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