A wave of heat washed over Michael as he stood in front of "The Golden Spoon." He stared at the handwritten sign: "Closing. Thanks for the Memories." He hadn't been here in six months. The last time, he'd been late, rushing, and curt with Mrs. Gable, the owner, when she’d made a mistake with his order.

He ran a hand through his hair, the skin on his scalp prickling. He’d justified his absence with a busy schedule, a new diet. Now, confronted with the reality of its loss, his excuses felt flimsy, paper-thin. He’d known, subconsciously, that the warmth of her presence and the flavor of the food would be gone forever.

He took a shaky breath, then, unable to bear it, turned and walked away. The memory of Mrs. Gable’s disappointment haunted him.

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