The rain mirrored the mood inside him. He sat in the coffee shop, across from her, the condensation on the window obscuring the view. She was beautiful, he had to admit, even more so than he recalled. That only made it worse. They hadn't spoken since that day, years ago, but he had hoped, at least, she would recognize him.

“I’m sorry, I don’t…” she trailed off, her brow furrowing slightly.

He almost laughed. It bubbled up in his chest, a harsh, unpleasant sound. He took a long, slow sip of his now-cold coffee. "It's fine," he said, his voice flat. He had prepared for this, rehearsed what he would say, how he would act. He looked at her, searching for some flicker of recognition in her eyes, some hint of the shared history. There was nothing. His throat tightened. He had been so sure she would remember the things they did.

He stood abruptly, the chair scraping loudly against the floor. “I have to go.”

Emotion: hostile

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.56

Role in Research

This story is one of 1,000 stories generated for the emotion hostile. 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 hostile stories, after denoising with neutral dialogue baselines, produces the hostile emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the hostile vector is projected through the unembedding matrix.

Promoted:
C0.592
S0.387
0.324
est0.301
aggravated0.295
Suppressed:
a-0.457
de-0.375
H-0.289
🤩-0.280
la-0.273