The crisp white envelope felt strangely weighty in John's hand. He turned it over and over, examining the smooth, expensive paper. The card was a pristine white, with the briefest of messages inside. A single flower had been painted within, a rose. He knew the style.

He slumped onto the sofa, the plush cushions offering no comfort. His chest felt tight, constricted. He reached for the remote, but his hand froze in mid-air. He’d promised to be different. He'd failed.

He rose slowly and walked to the window. Outside, the world was a blur of colors. He felt isolated. He felt alone. He didn't deserve it.

Emotion: regretful

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 0.76

Role in Research

This story is one of 1,000 stories generated for the emotion regretful. 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 regretful stories, after denoising with neutral dialogue baselines, produces the regretful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the regretful vector is projected through the unembedding matrix.

Promoted:
L0.801
S0.774
H0.513
0.479
been0.473
Suppressed:
de-0.407
--0.320
随后-0.317
(!)-0.310
oldukça-0.301