The afternoon sun cast long shadows across the street. The constant banging, however, provided no relief. Mark’s new deck was being constructed, and the noise felt invasive.

He switched the television to the highest possible volume, trying to shut out the racket. It was useless. The vibrations shook his own house.

He started clenching his fists. This was just another instance of Mark’s inconsiderateness. It felt like a deliberate act, a flagrant disregard for the quiet, peaceful life he valued.

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