He’d poured everything into this. Miles, the article was called, and it was now being celebrated, his ideas now championed by a senior colleague. Thomas, though, couldn’t see the merit in celebrating. He sat in his tiny apartment, the city lights blurring outside his window. His stomach clenched with a sharp, insistent pain.

He’d been promised credit, a co-authorship. But the published piece showed a different reality. The words, his words, were now attributed to another, and his contribution was nowhere to be seen.

He stared at his reflection in the dark window, and the face that stared back was unfamiliar, etched with a fatigue he hadn't known before. He felt a profound sense of isolation, a sinking feeling that his efforts were meaningless. He let out a long, slow breath, a sound that carried the weight of his disillusionment.

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