The tiny, cramped space seemed to shrink further with each passing hour. I watched Emily, her face pale, as she cradled a mug of tea. The silence between us hummed with unspoken accusations. She loved order. I brought home a dog without consulting her.

Now, the dog, a boisterous golden retriever puppy, bounded through the apartment, oblivious to the unspoken discord. I’d offered to clean up after it, to take on all the responsibilities.

I tried to meet her eye, to offer an explanation. But the words caught in my throat. I couldn’t articulate the reason. How do you explain an act of sheer selfishness?

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