The steam from the deli's window fogged her glasses as Martha stared. There it was, displayed proudly: "Aunt Millie's Famous Chili." Her Aunt Millie, who hadn't cooked a thing in twenty years. Martha clenched her jaw. She knew, deep down, that her secret blend of spices, the one her grandmother had passed down, was the star. A chill ran down her spine, not from the autumn air, but from the audacity of it all.

She pushed open the door, the bell above chiming a cheerful tune that grated on her nerves. The place was packed. The aroma of simmering chili, a scent she usually found comforting, now felt like a punch to the gut. She spotted Millie, beaming, taking orders. Martha took a deep breath, steeling herself, and strode towards the counter, her hands clenching into fists.

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