The cardboard box sat on the welcome mat, stubbornly. It had been there for three days, since the damn thing had arrived, addressed to "Ms. Eleanor Vance." Eleanor Vance? Who the hell was that? He kicked the box, not hard enough to damage it, just enough to show his utter lack of interest. The sun was hot, beating down on the cheap wood of his porch. He should probably bring it inside, before the rain got to it. But he didn’t.

He slammed the door, the flimsy lock barely registering the force. Inside, the stale air of his apartment pressed in on him. He considered making coffee, but the thought of another day, another task, felt like a physical burden. It was always like this. He slumped into his worn armchair, the springs protesting, and stared at the flickering television.

Later, he found himself staring at the package again. He grabbed a rusty letter opener, and savagely attacked the tape, letting it rip and tear. Inside was a framed print of some generic landscape painting. He tossed it in the trash without a second glance.

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