He’d always loved old houses, with their secrets and stories, yet the discovery of the concealed space only amplified the hollowness within him. He ran his hand along the aged, wooden doorframe, finding the disguised latch. It clicked open, revealing a narrow staircase descending into the dimness. His legs felt heavy as he started down, each step echoing in the stillness.

The room at the bottom was small, barely furnished – a single, dusty rocking chair sat in the corner. His throat tightened. The chair was like a cruel jest; it should be filled, not abandoned.

He’d imagined a future, a home, with laughter echoing through the halls. Instead, he had this. He closed his eyes, his jaw clenched, and for a moment, he felt utterly and completely exposed.

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