He felt a deep tremor inside, a sensation that had nothing to do with physical illness. The private messages, the coded language, the laughter he wasn’t privy to – it was all a blow. He felt a profound sense of loss, a loss he couldn't name.

He threw the laptop onto the bed, the metallic thud the only sound in the room. He felt a desperate urge to run away.

Later, he retreated to the basement, the familiar smell of wood and tools a temporary solace. He worked silently, the rhythmic hammering a balm to his shattered composure.

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