The silence of his room was broken only by the rhythmic ticking of the grandfather clock downstairs. He lay in bed, staring at the ceiling, trying to ignore the sounds of his parents' cheerful chatter.

He couldn't stand the feeling of being dependent, of being a burden. The thought of it made him flush with heat.

He pulled the covers over his head, a childish act that somehow felt appropriate. The air grew thick, like the weight of his own disappointment. He could feel tears begin to prick his eyes.

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