“Reunion?” David snorted, the word escaping his lips in a puff of air. He ran a hand through his thinning hair. It had been years since he’d even thought about that place.

He glanced at his reflection in the bathroom mirror. The lines around his eyes were etched deep by time and hardship. He had spent the last two decades building something, anything, of his own, away from the prying eyes and judgments of the past.

He tossed the invitation in the trash. The plastic of the garbage can was cracked and stained. The smell of rotting food wafted up, as if in agreement. He was done with them.

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