The aroma of freshly baked bread usually brought a warm comfort to Liam's kitchen. Today, it only served as a reminder. Mrs. Beaumont, it turned out, owned a chain of bakeries. Her house always smelled of freshly baked bread.

Liam, a baker himself, worked long hours at a local bakery, barely able to keep his own business afloat. He often passed Mrs. Beaumont’s impeccably decorated house. She, in contrast, seemed to glide effortlessly through life with no obvious effort or stress.

He slammed his hands on the counter, scattering flour everywhere. He felt a deep weariness, a weariness that had nothing to do with the physical demands of his job. He felt betrayed by life.

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