The rain hammered against the windows of the coffee shop, mirroring the storm inside Ben. He’d just witnessed a presentation by his friend, Alex, at a prestigious conference. Alex, who had always claimed to work in customer service, was now a celebrated expert in artificial intelligence. He was brilliant and articulate, and Ben felt a peculiar sense of detachment.

He gripped his coffee cup so tightly, his knuckles were white. The caffeine did nothing to quell the tremor that had begun in his hands and spread to his chest. He felt as though he was standing on the edge of a cliff, the ground crumbling beneath his feet. All the late-night pizza runs, the shared struggles of entry-level jobs… all lies. The friendship that had felt solid was suddenly hollow.

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