The dinner table felt like a performance. Every bite he took tasted like ash. Her sister, Emily, chattered excitedly about the dietary restrictions and the community gatherings. He pushed the mashed potatoes around his plate, barely touching them.

He kept glancing at his father, who was nodding along with every word. A strange, serene smile played on his lips. His father, who once grumbled about everything from taxes to the weather, was now brimming with a newfound joy that made him grind his teeth.

He forced himself to speak, his voice tight. “So, you’re just… changing everything?” Emily didn't seem to notice his tone. The conversation moved on, and he felt a growing hollowness inside.

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