The scent of stale pipe tobacco and lemon polish permeated the air. Their mother had been so excited for them to inherit the home. Their father, however, had left them, a year before, when it all became too much for him to handle.

Their sister, Clara, had always been the golden child, the one their mother adored. Now, Clara was taking charge, making decisions without consulting him, a clear sign of the lack of love.

He felt a familiar pressure in his chest. ā€œI think I’m going to go for a walk,ā€ he said, his voice flat. He was tired of being the outsider.

Clara just nodded, her attention already focused on a stack of old photographs.

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
ꄤ0.261
šŸ‘Ž0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🤩-0.210