The fluorescent lights of the accounting department hummed, a sound that usually lulled Amelia into a state of focused productivity. Now, it grated on her nerves. She slammed the stapler down, the sound echoing in the otherwise quiet room. Her transfer to Marketing was supposed to be a promotion, a “chance to shine,” as her manager had put it. More like a gilded cage.

“Amelia, could you look over these figures?” Brenda, a senior accountant, asked, her voice tinged with a forced cheerfulness. Amelia simply nodded curtly, grabbing the stack of papers with unnecessary force. She missed the quiet precision of her old role.

The aroma of freshly brewed coffee, usually a comfort, now felt like an unwelcome intrusion, a fragrant reminder of the camaraderie she had left behind. She felt a knot tighten in her stomach, a physical manifestation of her discontent. The world, it seemed, was determined to conspire against her.

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