The last box was taped shut. Michael stood in the doorway, watching Tom load it into the moving van. The sun beat down on them, turning the asphalt into a shimmering mirage. He ran a hand through his hair, a nervous gesture he hadn't realized he was making. He had been avoiding Tom for weeks. He'd become increasingly irritable, finding fault with every plan, every shared memory.

He knew he should have been supportive, should have embraced the change. He should have offered to help, to spend time together, to make the most of their remaining days. Instead, he had retreated, and now the moment of separation had arrived, a culmination of his failure.

“So… that’s it, then,” he finally managed, his voice barely a whisper. He turned away, unable to meet Tom's gaze. The empty street felt vast, empty, and devoid of the easy friendship they once shared.

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