John sat at his desk, staring at the message on his computer screen: "I'm your brother." He hadn't known his father for most of his life. This sudden announcement felt like a twisted joke.

He reread the email. The sender was eager to connect, friendly, offering an olive branch. John leaned back in his chair, a chill spreading through him. His father had always been a ghost. Now, he had conjured another one.

He scrolled through the sender's social media profile, a curated collection of smiling faces and seemingly perfect moments. He shut his laptop with a loud thud, the sound echoing in the empty office. He felt trapped. The walls seemed to be closing in.

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