“I don’t want to go,” Daniel muttered, pushing his plate of scrambled eggs away. The news about Mr. Davies, his son's new teacher, had left him feeling out of sorts. It felt like being trapped in a maze. He had wanted a different start for his son, a fresh path unburdened by the echoes of his own childhood.

He ran a hand through his hair, a gesture of frustration. Mr. Davies, with his rigid rules and unforgiving nature, had been the bane of Daniel’s existence. He remembered the constant disappointment, the feeling of being perpetually reprimanded.

His appetite vanished. He forced a smile as his wife and son left for school, but once they were gone, the walls seemed to close in. The house felt empty and unfamiliar.

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