"Dinner's ready!" his father's voice boomed from downstairs. Maya ignored it, scrolling through job postings on her laptop. The internet connection in her old bedroom, however, was as sluggish as the career prospects she was currently chasing.

A pounding on her door made her jump. "Are you coming down, or am I going to have to bring your plate up here?" It was her mother. Maya felt a muscle in her jaw clench.

She hated the feeling of being supervised, of having her life dictated. The floral curtains she'd picked out as a teenager now screamed "childish". Every bite she took felt like a concession.

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