The vibrant colors of the mosque shimmered in the late afternoon sun. He stood across the street, watching his sister, Layla, disappear inside. The air crackled with a silent fury. He hadn't spoken to her in days, the gulf between them widening.

His fists clenched. He remembered their shared childhood, the secret games they’d played, the inside jokes that only they understood. It all felt so distant now, like a faded photograph.

He turned and walked away, his shoulders slumped. A bitter taste coated his tongue. The sudden turn of events made him feel utterly isolated, a stranger in his own family.

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