The coffee shop was usually a haven, but today, the cheerful chatter and the aroma of freshly brewed coffee grated on Eleanor's nerves. She stared at the email on her phone, the words of rejection blurring before her eyes. She wanted to scream. Instead, she took a shaky breath, forcing herself to maintain her composure.

She watched the other patrons, their faces alight with smiles, their conversations flowing effortlessly. They didn’t know the crushing weight of her disappointment. They didn’t understand the hours spent hunched over her laptop, the hopes and dreams that had been invested in her manuscript.

She slowly began to eat her pastry, the sweetness a cold comfort in her mouth. She felt a burning sensation in her throat.

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