The worn soles of his shoes seemed to scrape against the sidewalk, each step a testament to his own lack of resources. John had always admired Ms. Evans' kindness, her willingness to help others. The fact that she had several million dollars in the bank, hidden away from the world, now made him feel... dirty.

He found himself judging the things she did. The volunteer work at the library, the donations to the local animal shelter – these things, once admirable, now seemed like a self-serving act of philanthropy. The genuine smile she offered now felt like an accusation, a subtle reminder of the vast disparity between their lives.

He spent more time at work, staying late, hoping to prove something to himself and the world. He started to watch her, a strange obsession taking hold, a compulsion he couldn't control. The knowledge, a festering wound, made it impossible for him to feel at ease in his own skin.

Emotion: guilty

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 1.23

Role in Research

This story is one of 1,000 stories generated for the emotion guilty. 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 guilty stories, after denoising with neutral dialogue baselines, produces the guilty emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the guilty vector is projected through the unembedding matrix.

Promoted:
S0.492
L0.398
0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264