The news felt like a physical blow. Henry, usually the epitome of composure, reeled backward. He looked down at the email on his phone. The results were clear. His "parents," the couple who had raised him in a small, quiet town, weren’t his biological family.

He abruptly stood up from the park bench where he’d been sitting. The sunny afternoon, the chirping birds, the children playing nearby - all of it felt like an irritating background noise. He started walking, his pace quickening, until he was almost running. He had to get away, to escape the suffocating weight of this new reality. The idyllic town suddenly felt like a cage.

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