The aroma of linseed oil and turpentine still clung to the air in Leo’s studio, a scent that had once been a comfort, now a suffocating shroud. He’d spent decades perfecting his oil painting technique, a solitary pursuit that brought him solace. Now, his daughter, Maya, twelve, had discovered his canvases. She devoured his old art books, her small hands mimicking his every brushstroke. He found himself avoiding her eager questions, offering curt responses. His stomach churned as he watched her, a carbon copy of his younger self, lost in the vibrant world of color and form, while he, the originator, felt only a hollow ache.

He'd promised to help her with a still life, but found himself making excuses. He pointed to deadlines, to the need to "concentrate". He stayed late at his day job, anything to avoid the inevitable. He’d told her he was a "professional", that art was about "discipline". The words felt like sand in his mouth.

He knew she’d notice the neglect. She’d always noticed everything. He ran his hand over the unfinished canvas he’d started a year ago, a portrait of her, and felt a cold knot tighten in his chest.

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