He stared at the old oak tree in the backyard, its branches reaching towards the sky like skeletal fingers. He’d promised his sister, Emily, that he'd take care of it. They both loved it. Now, the leaves were turning brown, and he hadn't watered it. He’d been too preoccupied.

His phone buzzed. Emily. "How's the tree?" He stared at the message, the words blurring before his eyes. He didn't answer. He turned away, his throat tight, and headed inside. He found himself fidgeting, needing to move.

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