He heard the crash, a monstrous thud that vibrated through the floorboards. He slammed the newspaper down on the table, the comics section ripped in half. It was *her* tree, of course. That ancient, gnarled willow that she’d let grow unchecked for decades.

He stormed out, jaw clenched, the setting sun casting long, angry shadows. The branches of the willow were draped across her patio, a twisted mockery of the space she'd spent years fussing over. He’d warned her, repeatedly. Told her it was a danger.

She stood there, hands clasped, looking utterly bewildered. “Oh dear,” she kept repeating, her voice thin and reedy. He wanted to shout, to unleash the fury that simmered inside him, but instead he forced a smile. "Looks like you have a bit of a mess, Agnes." His voice was measured, but his knuckles were white.

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