The vibrant colors of the playground across the street seemed muted today. The children's laughter, normally a cheerful sound, grated on his ears. He'd held a loud party last night, a celebration that had spilled far into the night.

He’d known Mrs. Chen was trying to study for an important exam. He knew. He'd promised himself he would be mindful. He’d failed. Now he felt the sting of it.

He sat on his porch swing, watching the world go by. His own apartment, usually a haven, now seemed to hold a suffocating weight. He felt a deep sense of wrongness, a sense of having failed. He took a deep breath, steeling himself. He knew he had to apologize.

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