He stared at the spreadsheet, the numbers blurring before his eyes. The same projections. The same conclusions. The same strategies. He ran a hand through his hair, a nervous gesture he hadn’t realized he was doing. It felt like someone had snatched the wind from his sails.

He’d sacrificed vacations, missed family dinners, and traded sleep for ambition. He looked up at his boss, who was currently praising her. He wanted to shout, to object, to protest.

Instead, he took a shaky breath and pretended to be interested. The injustice of it all was a heavy, suffocating weight. He felt a deep, profound weariness settle over him, making his limbs feel like lead.

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