The news report, broadcasting the “brilliant new discovery” made by "Dr. Emily Carter," filled her with a bitter, sour taste. Emily Carter, who'd had access to her research, her data. She hated her. The injustice of it all, that this woman could just waltz in and steal her life's work.

She couldn't stand being in her own home. The quiet of the apartment was oppressive, suffocating. She felt a need to break something, to shatter the calm. She slammed the door, hard, as she went out.

Outside, the world felt like it was moving in slow motion. Each face, each passing car, grated on her nerves. She drove aimlessly, the radio blaring, the noise doing nothing to drown out the voice in her head, the constant loop of outrage.

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