The vibrant colors of the neighborhood park felt jarring, like a neon sign pointing out his own lack. Mark had always envied Mr. Bell’s well-maintained garden and his effortless charm. Now he knew the root of that effortless charm: a hidden fortune, a life of comfort and privilege. He was the one who had seen Mr. Bell’s bank statements during the yearly neighborhood association's secretarial duties.

He’d always felt a sense of connection with his neighbor, a camaraderie forged in shared experiences. Now, the shared laughter at the block party, felt like a cruel joke. He avoided eye contact, his friendly greetings replaced with curt nods. He took to avoiding Mr. Bell altogether.

He started to withdraw from social events, preferring the solitude of his small apartment. The city around him felt different, a place of impossible ambition and crushing inequality. He began to resent everything, a sense of quiet seething growing inside him.

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