He hadn't been back in twenty years. Not since the fight with his sister. A fight that escalated quickly. A fight that changed everything. Now, the bulldozers were getting ready, idling, waiting.

He watched the workers begin to dismantle the house, with a sinking feeling in his stomach. He’d promised himself, he'd promised her, he’d return. He hadn’t. He had hid from his responsibility.

His throat felt tight, and his eyes burned. He felt a deep, pervasive sense of inadequacy, as if he'd failed every test life had thrown his way. He wanted to scream, but the words wouldn’t come.

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