The aroma of frying bacon and coffee wafted through the air as Michael approached the yard sale. He had wanted to go for a run, but his wife had begged him to do this, that they would find something to hang in the sunroom. Everything was always a collaboration, a compromise. He craved the solitude of his morning run, the simple freedom of movement.

And there it was. Stuffed amidst a pile of faded clothes, was Bartholomew. His bear. The very first toy he ever received.

He felt a sudden tightening in his chest. His hands clenched into fists. He remembered a time before responsibilities, before the weight of expectations had crushed him. He remembered a time when he could just be, without having to answer to anyone.

He wanted to scream.

“How much?” he asked, his voice strained. The woman, her face wrinkled, looked at him with an appraising eye, a look he couldn't stand. “Five bucks,” she replied. He fumbled in his pocket, paid, and stalked away.

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