The new uniform felt like a straitjacket. From the structured environment of the legal department, she was now in retail, managing a team of sales associates. The contrast made her insides churn. She felt as though she was being punished.

She surveyed the store, the bright lights, the endless chatter, the constant demands of customers. It was overwhelming. She missed the focused clarity of her old role, the meticulous examination of legal documents.

Her gaze drifted to the exit, imagining the relief of escape. The pressure on her shoulders felt heavier than usual. She bit her lip and stifled a sigh. The day had only just begun.

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