Dust motes danced in the sunbeam slicing through the office window. Daniel squinted at the notification on his screen. It was him. Jason Barlow. The same Jason who’d tripped him in the school hallway, sending him sprawling. Daniel winced, the memory a sudden, sharp jolt in his gut.

He absentmindedly rubbed the scar above his right knee, a souvenir of that fall. He spent a lot of time these days with his hands clasped, the skin dry and rough. He had to be calm. He stared, really stared, at the picture. Jason looked… older. So did he.

His fingers slowly moved the mouse, closing the window. He was suddenly overwhelmed, the papers on his desk appearing to loom.

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