The chipped mug warmed Amelia’s hands as she stared out the cafe window, watching the rain blur the passing cars. Liam was late, as usual. *He* would have some elaborate excuse, some story about a minor traffic incident or a forgotten phone. He always did. They were supposed to be going over the old photo albums, reliving their senior year memories. Except, it wasn't *their* memories, was it? Not really.

The door chime announced his arrival. Liam strode in, grinning that familiar, infuriating grin. “Traffic was a nightmare! Absolutely bonkers, I tell you! I practically had to wrestle the steering wheel from a rogue squirrel!” He winked. Amelia just nodded, her jaw tight. She gestured towards the table.

He settled in, oblivious. "Ready for a trip down memory lane?" he asked, already reaching for the creamer. Amelia forced a smile. Their memory of the prom night, the night they had both planned to go as a couple, was so different. He had seemed to remember it as a night of joy, and she could hardly bare to think of it. She took a slow sip of her coffee, the bitterness a suitable match for the mood.

Emotion: resentful

Cluster: Shame / Guilt
PC1 (Valence): -1.47 Negative
PC2 (Disposition): 1.50

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.485
aggravated0.263
0.261
👎0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🤩-0.210