The park felt like a taunt. Families picnicked, children played, lovers strolled hand-in-hand. He, on the other hand, sat on a bench, a captive audience to their joy. His cane lay forgotten on the ground, a symbol of his inadequacy.

He hated this, every single day. He hated being different, his limitations, the stares. Every day was a fight, and every day, he was losing.

He was about to get up and leave when he saw a woman approach, also with a cane. She sat down next to him, her face a mask of weary composure.

"It's beautiful, isn't it?" she asked, her voice devoid of any real feeling. He didn't answer. He simply stared, the unspoken question hanging in the air.

"It's the retinopathy," she said, answering his unspoken question. He felt a sliver of something that came close to acknowledgement.

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