The small, cramped room suddenly felt suffocating. The air grew thick, making it hard to breathe. The rejection was like a physical blow. He reread the email, the phrases, the carefully chosen language, and felt a pressure building inside him that felt ready to explode.

He tossed the application, his carefully compiled resume, and the letter itself into the trash. It was all a charade. He felt a deep-seated contempt for the entire system, the selection process, the illusion of fairness. He felt used, manipulated.

He knew he should be talking to his mother, to anyone. But the words were caught in his throat, a bitter lump. He found himself avoiding everyone, isolating himself. He needed time. Time to process the loss. Time to plan a different path.

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