He’d known. From the moment he’d seen the ominous black truck pulling up, a cold dread had settled in his bones. David pressed his forehead against the cool glass of his kitchen window, watching the tow truck disappear down the street. It was gone. The old Volvo, a car he’d inherited from his father. Gone.

His knuckles were white as he gripped the windowsill. He should have listened to Maria. She’d told him, pleaded with him, to fix the broken taillight weeks ago. He’d brushed it off, said he’d get to it. He never did.

He slumped against the counter, the smell of stale coffee suddenly nauseating. He pictured his dad, grinning, behind the wheel. The car was more than metal and wheels; it was a memory. Now, just a memory. A sharper ache than he'd been expecting.

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