"No," Leo whispered, his voice barely audible above the rhythmic clinking of ice in his glass. He’d been so excited, imagining the moment when he walked into the venue, to the cheers and laughter. Now, the venue was dark, the tables empty, the band nowhere to be seen. He had worked so hard, all the phone calls, all the planning. He looked around the empty bar and the bartender gave him a look of sympathy.

He took a long swallow of his drink, the alcohol burning a path down his throat. He’d envisioned the faces of his colleagues, their surprise and genuine joy. The empty chair beside him only emphasized his solitude. He wanted to scream, to lash out, but the words caught in his throat, replaced by a suffocating pressure behind his sternum.

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