He pulled over to the side of the road, the car vibrating with the engine's idle. Michael had to pull himself together. His father, on his deathbed, had confessed. A sister. A secret he had kept for forty years.

He gripped the steering wheel, knuckles white, the leather cold against his skin. The city, usually a source of comfort, of familiar rhythms, now felt hostile, overwhelming.

He wanted to scream at the empty road, to rail against the injustice of it all. Instead, he took a long, deep breath, the air filling his lungs, but offering no respite. He restarted the engine, the roar cutting through the silence, and drove on, the road ahead a landscape of uncertainty.

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