The new office was sleek, modern, all glass and chrome. For Sarah, the aesthetic was the opposite of comforting. She was used to the cozy clutter of the research lab, with its scattered papers and the comforting scent of chemicals. This new environment, in the sales department, felt cold and sterile.

"Alright, Sarah, let's get you set up," her new supervisor, a slick-haired man named Kevin, said, gesturing towards a gleaming desk. He offered a smile that didn't quite reach his eyes. Sarah forced a smile in return, but the muscles in her face felt stiff.

She felt a hollowness in her chest. She found herself yearning for the comforting hum of the lab equipment, the intellectual stimulation she had taken for granted. The prospect of cold calling, the new sales techniques, it all felt like a betrayal of her skills.

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