The silence in the apartment felt oppressive, broken only by the frantic beat of his own heart. He stared at the eviction notice, the black ink blurring before his eyes. It was a direct consequence, the culmination of a series of poor choices. He knew the blame was all his.

He had promised himself, and his roommates, that he would be more responsible. Yet, he hadn't. He had neglected his chores, he had failed to pay his share of the bills. He felt sick with dread, the knowledge of the coming confrontation weighing heavily upon him. A knot formed in his throat, making it difficult to even swallow.

He paced the cramped space, running his hand through his hair, the panic rising in waves.

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