The phone call had come at the worst possible moment. Alex was already running late for a critical presentation. His sister, Maya, sounded ecstatic. Alex had managed a tight smile and mumbled words of support. Now, he was trapped in traffic, the city's cacophony amplifying his inner turmoil. He gripped the steering wheel so hard his knuckles were white. The highway stretched endlessly before him, reflecting the internal chasm that had opened within him. Each car that passed seemed to mock his consternation. He slammed his fist against the dashboard, the sound swallowed by the roaring engine.

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