He saw the box the moment he pulled up to the curb, a beacon of unwanted obligation. "To the Esteemed Occupant," the label read. He knew the drill. This was the third package in as many weeks for "Mr. Silas Blackwood," the previous owner. Each time, he had dutifully, if begrudgingly, returned them to the sender.

He stomped inside, the keys jangling in his hand. The familiar scent of dust and neglect hung in the air. He didn't even bother taking off his coat. He kicked the package, pushing it into the darkest corner of the hallway. He felt a dull ache in his jaw.

Later that evening, the package still remained in the corner. He found himself staring at it from the doorway of the living room, a heavy feeling settling in his chest. He felt anger, and it was directed at the unknown Silas Blackwood, whose belongings continued to disrupt his life. He grunted and walked away.

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