The vibrant, multicolored confetti scattered across the floor of the empty event space was like a slap in the face. David kicked at a stray piece, sending it swirling. He hadn’t been this excited about anything in years. The venue, the DJ, the elaborate cake – it had all been booked and paid for. He stared at the empty dance floor, the echoing silence a cruel symphony of dashed expectations. He felt a tremor run through him, a cold shiver that had nothing to do with the air conditioning.

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