"Damn it," I spat, kicking at a loose stone on the sidewalk. I’d spent years dismissing old Mr. Hawthorne, with his threadbare coat and the battered briefcase he carried everywhere. I'd seen him as a burden, a reminder of the inevitable decline that awaits us all. The auction house announcement confirming the old man’s art collection – and its astounding value – had changed everything.

A knot formed in my throat. I had never even offered to help him carry his groceries. I had never bothered to learn his name. The thought of all the lost interactions, all the missed chances, weighed on me, a heavy, suffocating blanket.

My fists clenched, my nails digging into my palms.

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