It was during his family's annual summer vacation that he saw it. His essay. Published as an example. His breath caught in his throat. He felt exposed, raw. He excused himself, abruptly leaving the poolside laughter behind.

He retreated to the privacy of his room. He sat on the bed, staring out at the ocean. The rhythmic crashing of the waves was no comfort, only amplifying the unsettling feeling within him. He felt as though he'd been robbed of something valuable. The sunlight, once welcome, now felt like a spotlight.

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