"Charming Colonial, Located in a Desirable Neighborhood." The words on the listing seemed to mock Mark. A wave of irritation washed over him, a bitterness he couldn't quite place. He had a perfectly good life now, a successful career, a loving family. Why did seeing those pictures leave such a sour taste in his mouth?

He scrolled through the listing, each photograph a fresh stab. The living room, where he used to hide from his father, now appeared inviting, bathed in sunlight. The dining room, the scene of so many tense silences, looked pristine and welcoming. He felt a tightening in his chest.

He abruptly closed the laptop and went for a run, pounding the pavement until his legs ached, the rhythm of his feet a furious metronome against the sidewalk. He tried to outrun the feeling, but the house, the memories, stayed with him, a weight he couldn't shake.

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