He saw the package as he backed out of the driveway – a rectangular block of unwelcome obligation. "For Ms. Eloise Hawthorne," the label read, in perfect cursive. He sighed.

He knew what this meant – another detour, another delay in his already packed schedule. He hated being interrupted. He should just throw it away and get on with his life. He was always doing for others.

He picked up the package. He brought it inside. It felt heavy with an unspoken request, a plea for connection that he wasn't able to give. He went out to the garage and grabbed a hatchet.

The package sat on the workbench, staring back at him. It was a simple thing, really, but the thought of dealing with it filled him with a weariness that went right to his bones. He raised the hatchet.

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