He’d almost tripped over the streamers strung across the living room door, meant to be a grand entrance, a triumphant fanfare to his friends and family. Now, they just looked pathetic, cheap, and pointless. Leo stared at them, hands shoved deep in his pockets. He felt a sharp, stinging pain behind his eyes. He’d booked the karaoke machine, the caterers, even hired a magician (a terrible one, admittedly, but still). A bitter laugh escaped him. He kicked a stray empty pizza box across the floor.

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