The chipped ceramic mug felt heavy in Mr. Abernathy’s trembling hands. It was a Tuesday, and the rain hammered against the windows, mirroring the bleakness he carried within. He hadn’t felt the sun on his skin in ages, not truly. He’d taught for thirty years, and most of it felt like a blur of red pens and forgotten names. This morning, a large package had arrived, addressed to him from someone named Emily Carter. He’d stared at the name for a long time, trying to place it.

Inside the box, nestled in tissue paper, was the mug. It was hand-painted with a vibrant scene of a sunrise over a beach, a far cry from the dull grey of his classroom. On the bottom, a simple message was written: “Thank you for believing in me, Mr. Abernathy.”

He remembered now. Emily. Quiet girl, always sketching in the back of the class. He'd dismissed her, told her to pay attention. He should have encouraged her art. He should have seen the talent. Now, he sat alone, with the memory of a talent he had failed to nurture. The mug’s warmth did little to thaw the icy knot in his chest.

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