Sarah slammed the file cabinet shut, the metal door echoing in the sterile hallway. Her fists clenched. It wasn't just the wrong blood type; it was the entire medical history. This other woman, “Patricia Miller,” had a laundry list of issues: chronic back pain, a history of smoking, the works. *She* was healthy. Always had been. Now, her life was a potential timebomb, all because someone couldn’t keep track of a few pieces of paper. Her hands trembled as she pulled out the correct file again, the familiar, comforting weight of her own records a stark contrast to the misfiled ones.

The receptionist chirped a greeting. "Everything alright, Ms. Peterson?"

Sarah forced a smile. "Peachy." She practically spat the word. The smile vanished the moment she was out the door. The image of the doctor's casual shrug, his assurance that it was a ‘simple clerical error,’ burned in her mind. Simple for *him*, perhaps. For her, it was a constant, gnawing unease.

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