The email sat in Amelia’s inbox, a stark white rectangle against the floral wallpaper of her laptop screen. "DNA Results: Ancestry & Heritage." She'd taken the test on a whim, curious about her vague Irish roots. Now, looking at the subject line, a knot tightened in her stomach. It wasn't the Irish connection that consumed her.

She clicked the link. The report was a blur of percentages and geographical data, meaningless. Then, the sentence she hadn’t expected: "We have identified a potential family connection. Your closest match is…" And a name she didn’t recognize, followed by a connection type – "Parent."

Amelia slammed the laptop shut. Her hands, suddenly clammy, fisted at her sides. The meticulously organized kitchen, gleaming under the fluorescent lights, suddenly felt like a cage. Her "parents," Margaret and David, were out, at their weekly bridge night. She wanted to scream.

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