The email sat in Amelia’s inbox like a poisoned apple. “La Fleur’s Closing…” The subject line alone was enough to make her chest tighten. She felt a burning ache begin in her stomach.

She’d spent every anniversary dinner there with David. They'd celebrated promotions and birthdays with the duck confit and the chocolate mousse. Now, the memories felt tainted. How could they just… close?

Amelia viciously deleted the email, then immediately regretted it. She wanted to scream. She wanted to break something. She settled for staring out the window, her jaw clenched, willing the tears not to fall.

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