The familiar comfort of his own home felt like a prison. He sat in his favorite chair, the newspaper unread in his lap. He felt trapped. The walls, usually welcoming, seemed to close in around him. He couldn’t shake the feeling of having been robbed, not of money or possessions, but of something far more precious: his future.

He closed his eyes, his chest constricting. He could taste the bitterness of it all, the taste of what he'd lost, what he would never fully get back. He felt the weight of it, the constant, suffocating knowledge that someone else’s life had somehow become his own.

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