The discovery left him feeling hollow, a yawning void where understanding should have been. The man his grandfather was in those images, beaming with a smile that wasn't for him. The man in the photos was carefree and loving, a stranger to the man he knew. He'd spent his life trying to earn a place in the old man's heart. He stared at the photographs, feeling the familiar ache in his chest. A sense of being eternally on the outside looking in. He shoved the photos back into the box with a violent push.

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