The lawyer’s office was oppressively formal, the air thick with unspoken judgments. Amelia held the letter, the paper so thin it felt as though she could rip it with a single, furious breath. The incident had been a career killer, a slow, agonizing slide down the corporate ladder. Now, after fifteen years, a letter from the CEO who fired her. The man who had been a trusted mentor. Shame surged in her, but the feeling wasn’t just shame. She stared out the window, at the distant city skyline, which was a constant reminder of how far she had fallen.

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