The phone rang, and Mark jumped. He knew it was probably his landlord, calling to discuss the rent he was behind on. His father, sitting across the kitchen table, watched him with a level gaze.

He picked up, his voice cracking. "Hello?" He was quiet for a long while. The conversation was brief. Mark hung up slowly, his fingers still wrapped around the cord.

He felt the heat rising in his face. His dad said nothing, but the silence was deafening. He knew the look his father gave him. He took another deep breath and began to clean the sink. He avoided meeting his dad's gaze.

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