The phone rang, shattering the silence of Martha's empty apartment. She eyed the caller ID - a number she didn't recognize. Hesitantly, she answered. It was from a reporter, wanting to interview her. The topic: her former student, now a famous actress.

A week later, a bouquet of flowers arrived. The card was signed, "Love, Olivia." Martha barely recognized the name; Olivia had been a shy, quiet girl who blended into the background.

The apartment suddenly felt small, filled with a suffocating sense of inadequacy. The floral arrangement, a vibrant explosion of color, sat on the table. It was beautiful, undeniably, but all Martha could see was a mocking reminder of her own perceived lack of achievement.

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