The discovery of the letter felt like a physical blow to Amelia. The elegant script, so familiar, so unlike the hurried scrawl of her current life, belonged to her younger self. It was a letter to her best friend, detailing the end of a relationship, a relationship she felt had ended too early.

She reread the passages, each phrase a fresh wound. The letter dripped with accusation, with the burning conviction that she’d been wronged. It was a raw, unfiltered expression of hurt and disappointment. The words bit at her, a reminder of a period she’d spent trying to forget. Her jaw clenched.

She’d never mailed it. She'd chosen silence instead. Looking at the letter now, she couldn’t help but think it would have been a better outcome to send the letter.

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