He’d lost his appetite. Liam picked at his food, the taste suddenly unappealing. He pushed the plate away, then got up and left the dining hall. The accusations – "derivative," "lacking originality" – echoed in his head, a constant, unwelcome chorus. He found himself walking faster and faster, a desperate attempt to outrun the feeling of…wrongness.

He ended up at the edge of the campus, overlooking the sprawling city. The vastness of the landscape offered no solace. He felt exposed, a tiny speck of dust against the immensity of the sky. The city lights blurred through a sudden mist of tears. He sat down on a stone bench, hugging himself tightly.

He sat there for a long time.

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